{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":41,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":41,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"57dbe99a118c","filters":{"venue":"Journal of Collective Bargaining in the Academy"}},"results":[{"id":"W2461040750","doi":"10.58188/1941-8043.1540","title":"CANADIAN CHARTER OF RIGHTS AND FREEDOMS","year":2015,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Charter; Political science; Law and economics; Business; Law; Economics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05541945124655202,"gpt":0.3296206300461241,"spread":0.2742011787995721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002441413,0.00007704717,0.0002342952,0.000136984,0.000357194,0.00003519988,0.0003025803,0.0001041408,0.00001303128],"category_scores_gemma":[0.0009603986,0.00004589084,0.00004859476,0.0004211761,0.0003135645,0.0002393666,0.00002263044,0.0003943162,0.000001761333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005785448,"about_ca_system_score_gemma":0.0004640947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08463512,"about_ca_topic_score_gemma":0.054936,"domain_scores_codex":[0.9985422,0.0004368873,0.0002838831,0.00007053045,0.0004340912,0.0002324047],"domain_scores_gemma":[0.9989234,0.0003839408,0.000248136,0.00003189345,0.0002353499,0.000177262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001167651,0.00004665258,0.04770472,0.000004319178,0.0001721831,0.0000294147,0.8912503,0.00005039475,0.000080077,0.02102431,0.03895263,0.0005683052],"study_design_scores_gemma":[0.003945928,0.0007301169,0.3401985,0.0003094942,0.0001405214,0.00006837247,0.236604,0.0001023791,0.0002935191,0.2466861,0.1704278,0.0004932054],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867804,0.001708422,0.000009218345,0.01410574,0.000203874,0.0002802885,0.000003814897,0.000004596992,0.09690361],"genre_scores_gemma":[0.998621,0.00004624131,0.0002123693,0.0003120198,0.0002867512,0.000003053852,5.567129e-8,0.000003323964,0.0005152075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6546463,"threshold_uncertainty_score":0.9623089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214412680","doi":"","title":"Cellphilming and Building Solidarity with Queer Youth to Speak Back to Historical Erasures in New Brunswick Social Studies Classrooms","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Solidarity; Queer; Sociology; Gender studies; Queer theory; Media studies; Political science; Politics; Law","authors":[{"name":"Casey Burkholder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1819453983774311,"gpt":0.4081945521478547,"spread":0.2262491537704235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002802462,0.0001695375,0.0005530749,0.0003720418,0.0006072134,0.00009645541,0.0003458271,0.0001616162,0.00001546097],"category_scores_gemma":[0.002327173,0.0001328192,0.00007734997,0.001651171,0.0001345806,0.0001793781,0.00007101514,0.001076018,0.000002255138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769949,"about_ca_system_score_gemma":0.003544698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741307,"about_ca_topic_score_gemma":0.00617741,"domain_scores_codex":[0.9972993,0.0007894149,0.0005144447,0.0002706997,0.0006600968,0.0004661093],"domain_scores_gemma":[0.9982603,0.0009674556,0.0002345082,0.00006293481,0.0002223763,0.0002524286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003060745,0.0001015909,0.03513508,0.000009873374,0.00008167162,0.00005632577,0.9423596,0.0001959466,0.0001577994,0.006701661,0.01366156,0.001232833],"study_design_scores_gemma":[0.002296,0.0008429284,0.09299777,0.0006341363,0.0001416746,0.00006038547,0.745492,0.000007088622,0.000104323,0.01512316,0.1416445,0.0006560088],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228995,0.004265739,0.0006074491,0.05015368,0.0006041502,0.0003055583,0.00000111503,0.00001479796,0.02114802],"genre_scores_gemma":[0.9911588,0.0001141008,0.003204519,0.001698583,0.001406904,0.000002557965,7.196213e-8,0.00001759319,0.002396829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968676,"threshold_uncertainty_score":0.724332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W845105617","doi":"10.58188/1941-8043.1168","title":"Collective Bargaining in Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Collective bargaining; Statutory law; Bargaining power; Labour economics; Economics; Law and economics; Political science; Microeconomics; Law","authors":[{"name":"Michael Farrell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03613862178047053,"gpt":0.3150125324639681,"spread":0.2788739106834975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004994498,0.0001481417,0.0003435988,0.0003458326,0.0005578098,0.00005741341,0.0006200553,0.0001180756,0.0001035619],"category_scores_gemma":[0.001633092,0.0001101474,0.00007284897,0.002162501,0.0001049366,0.0005826947,0.00005230553,0.001064664,8.794734e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005448957,"about_ca_system_score_gemma":0.009739725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3067624,"about_ca_topic_score_gemma":0.5205105,"domain_scores_codex":[0.9965659,0.001187765,0.0005872897,0.0001218896,0.0008436164,0.0006935513],"domain_scores_gemma":[0.9976956,0.001462076,0.0004416168,0.00007671841,0.0001546818,0.0001693366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000219445,0.0002468015,0.5600391,0.000002478258,0.0001564401,0.00005717493,0.3016735,0.0006331424,0.0001286608,0.1195231,0.01554514,0.001775044],"study_design_scores_gemma":[0.001402354,0.0001014917,0.847811,0.0001189658,0.00003075752,0.0000164647,0.09480707,0.00005164981,0.0001199588,0.01745713,0.0378459,0.0002372699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530611,0.001219193,0.00006499755,0.003596488,0.0005644333,0.0004582241,0.000008009518,0.000007464989,0.2410201],"genre_scores_gemma":[0.9952518,0.00009578201,0.0001960261,0.002829101,0.0005441746,0.0000147714,2.250665e-7,0.00001386015,0.001054252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877719,"threshold_uncertainty_score":0.998369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7055481380","doi":"","title":"CHS Country Operations’ International Business Strategy","year":2023,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Strategic management; International business; Core (optical fiber); Key (lock); Strategy implementation; Agriculture; International market; Strategic planning","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0281173635863017,"gpt":0.2862317478234297,"spread":0.258114384237128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007242251,0.00009114813,0.0001438479,0.0002623512,0.00007979501,0.00009773581,0.0003691634,0.00007400505,0.00001711859],"category_scores_gemma":[0.0001638609,0.00006717585,0.00003432069,0.00144394,0.00002535771,0.0003531804,0.00002242549,0.0004423064,0.00001070281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570263,"about_ca_system_score_gemma":0.0001013175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003772042,"about_ca_topic_score_gemma":0.000005708269,"domain_scores_codex":[0.9990937,0.00005364061,0.000346098,0.00006137183,0.0002727647,0.0001724434],"domain_scores_gemma":[0.9995937,0.0001531171,0.00005318856,0.00005074358,0.0001189979,0.00003021823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003859247,0.00003433596,0.007774309,0.000007257677,0.0001050293,0.00005662984,0.001642353,0.9754435,0.004167604,0.002337178,0.007314689,0.001078525],"study_design_scores_gemma":[0.00135226,0.00008049639,0.4656241,0.0001046982,0.00002956951,0.0002104751,0.002161862,0.518868,0.0009191436,0.006243006,0.004159661,0.0002467849],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989418,0.0001611849,0.0008041609,0.0005713899,0.0003770428,0.00009012476,0.000006788056,0.00004278,0.008528496],"genre_scores_gemma":[0.9990386,0.0002035662,0.0001366357,0.0001637392,0.0003175779,0.000007866674,0.000002026052,0.00001497323,0.0001149631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4578498,"threshold_uncertainty_score":0.2739352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365797106","doi":"10.58188/1941-8043.1867","title":"A Different Set of Rules? NLRB Proposed Rule Making and Student Worker Unionization Rights","year":2020,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Graduate Center; City University of New York","keywords":"Collective bargaining; Labor relations; Empirical evidence; Private sector; Labour law; Economics; Political science; United States labor law; Labour economics; State (computer science); Public relations; Law","authors":[{"name":"William A. Herbert","is_ca":false},{"name":"Joseph van der Naald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04126449351198024,"gpt":0.3435916239360159,"spread":0.3023271304240356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039531,0.00008502783,0.0002184272,0.0001102318,0.0003520358,0.00006628443,0.0003057601,0.00007433171,0.00002843967],"category_scores_gemma":[0.0002838465,0.00005184547,0.00004561292,0.0005927649,0.0001130672,0.0001820968,0.00005341822,0.0003591315,2.126366e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284517,"about_ca_system_score_gemma":0.0001426271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768072,"about_ca_topic_score_gemma":0.00003444047,"domain_scores_codex":[0.998264,0.0005823271,0.0003707075,0.00009594098,0.0005276237,0.0001594177],"domain_scores_gemma":[0.9990789,0.0002684022,0.0004241334,0.00003639969,0.0001297853,0.00006235183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004482759,0.0003437505,0.1797764,0.00001391068,0.0003531553,0.00002811568,0.5497195,0.0004370692,0.001119521,0.2631322,0.001988402,0.002639725],"study_design_scores_gemma":[0.001680553,0.0003340662,0.9200312,0.0002630949,0.00007947375,0.000003868196,0.02499559,0.0002107766,0.0003404444,0.04293023,0.008979398,0.0001513431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886244,0.0002339449,0.0003747364,0.005449182,0.00006415832,0.0002847099,0.000003396845,0.000005474724,0.004960002],"genre_scores_gemma":[0.9985869,0.00007806998,0.0002264703,0.000784695,0.0002318655,0.000002424668,3.544202e-7,0.000005881709,0.00008337398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7402548,"threshold_uncertainty_score":0.270761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206058385","doi":"","title":"A collaborative autoethnography on challenging sociohistorical constructions of gender in teacher education","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Ottawa","keywords":"Autoethnography; Sociology; Gender studies; Pedagogy; Mathematics education; Psychology","authors":[{"name":"Marie-Hélène Brunet","is_ca":false},{"name":"Mark Currie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.123955204215613,"gpt":0.4174737848146087,"spread":0.2935185805989957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021441,0.0000839244,0.0002355634,0.0004484174,0.0002441236,0.00002084588,0.0001899854,0.0001246339,0.00004460906],"category_scores_gemma":[0.001500949,0.00007012653,0.00008965434,0.00205861,0.0002862361,0.0001433691,0.0000111309,0.0008544863,8.446301e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006699931,"about_ca_system_score_gemma":0.002443488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003202858,"about_ca_topic_score_gemma":0.0000514333,"domain_scores_codex":[0.9974778,0.001451748,0.000390897,0.0001115067,0.0003940105,0.0001740971],"domain_scores_gemma":[0.9984941,0.0007538556,0.0003429654,0.00005351992,0.00031282,0.00004272957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003857749,0.0004634013,0.03142466,0.00000516604,0.00005642936,0.000002320695,0.9278851,0.00007641951,0.00004051928,0.03552902,0.002934487,0.001543911],"study_design_scores_gemma":[0.0003793716,0.0000454715,0.1121043,0.0000833224,0.00002020832,0.000006464717,0.8643172,0.000005365743,0.00004163232,0.01663538,0.006285817,0.0000754906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6113409,0.01186386,0.0002418917,0.1192422,0.001435256,0.0006036248,0.000003474546,0.00002217994,0.2552466],"genre_scores_gemma":[0.9980402,0.0002578084,0.0005154579,0.0004699795,0.0002896056,0.00001718349,1.890654e-7,0.000005909603,0.000403695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3866993,"threshold_uncertainty_score":0.4334643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2304101285","doi":"","title":"Media Matters in J. M. Barrie's Mary Rose","year":2013,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rose (mathematics); Art; Mathematics; Geometry","authors":[{"name":"Christopher Wixson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02329224413747425,"gpt":0.231570655470435,"spread":0.2082784113329608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001538573,0.000193542,0.0004536677,0.0008132129,0.0002019829,0.000234931,0.0006541506,0.0001098783,0.001358066],"category_scores_gemma":[0.0003653221,0.0001301085,0.0001847694,0.0003508111,0.0002201273,0.0007870382,0.0000448346,0.001197909,0.00004404024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000386709,"about_ca_system_score_gemma":0.0001383491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006747719,"about_ca_topic_score_gemma":0.0001103845,"domain_scores_codex":[0.9978348,0.0005019848,0.0007185306,0.0001575972,0.0004717644,0.000315319],"domain_scores_gemma":[0.99834,0.0008460808,0.0004505214,0.0001309367,0.0001550697,0.00007739188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002269528,0.0001782712,0.002691832,0.00002002764,0.0002772932,0.00009596361,0.5588109,0.0002047137,0.0003979201,0.02909003,0.4071885,0.0008175776],"study_design_scores_gemma":[0.004312897,0.0004302562,0.04281162,0.0006581242,0.0002762349,0.000177664,0.07150034,0.0007264505,0.0002370726,0.1384264,0.7395142,0.0009287211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4916742,0.01219245,0.00007585606,0.05099776,0.00225998,0.001327649,0.00003642228,0.00006367343,0.441372],"genre_scores_gemma":[0.9855611,0.00005162197,0.0001737987,0.009200133,0.000975199,0.00002621726,0.000001331165,0.00002768152,0.003982907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4938869,"threshold_uncertainty_score":0.9995548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071416059","doi":"","title":"Teacher/Indigenous Partnerships: Building Engagement and Trust For History and Social Science Education","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Indigenous; Curriculum; Indigenous education; Inclusion (mineral); Privilege (computing); Politics; Commission; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0843736287304248,"gpt":0.3739999510585583,"spread":0.2896263223281335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008394047,0.00007966106,0.0001679529,0.0002516622,0.005641968,0.00009051718,0.0002378643,0.00009884065,0.00001041561],"category_scores_gemma":[0.0002304783,0.00006187074,0.00003750663,0.0004189471,0.0004551113,0.0003454267,0.000003904447,0.0004504908,2.104689e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661605,"about_ca_system_score_gemma":0.04434716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003371836,"about_ca_topic_score_gemma":0.001937919,"domain_scores_codex":[0.9981158,0.0007203846,0.0002951051,0.0001587867,0.0003824343,0.0003275143],"domain_scores_gemma":[0.9987475,0.0004952784,0.0003180499,0.00004061079,0.0003183738,0.00008019608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002898117,0.00009991871,0.001364497,0.00001556438,0.00001231972,9.852484e-7,0.8567195,9.109058e-7,0.00004889817,0.1397766,0.0003869773,0.001544868],"study_design_scores_gemma":[0.000548849,0.0001455159,0.01789607,0.00007494409,0.00005369232,0.00004252841,0.2541811,0.00001604403,0.0001865507,0.02854068,0.6981536,0.000160456],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392674,0.0039126,0.0001078409,0.002228393,0.0004993596,0.0005101706,7.896191e-7,0.000005935786,0.05346749],"genre_scores_gemma":[0.9926578,0.001429212,0.001230915,0.0004701618,0.001138124,0.000007249438,3.214125e-7,0.00000790049,0.00305833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6977666,"threshold_uncertainty_score":0.9956526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1907507383","doi":"10.58188/1941-8043.1496","title":"Bargaining for Contract Academic Staff at English Canadian Universities","year":2015,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"","keywords":"Collective bargaining; Labour economics; Business; Public relations; Economics; Political science","authors":[{"name":"Jula Hughes","is_ca":true},{"name":"David Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0530622666046973,"gpt":0.3325476422769553,"spread":0.279485375672258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005091023,0.0001238252,0.0002617188,0.0003990802,0.0008538784,0.00007569525,0.0006895884,0.0002331929,0.00004561171],"category_scores_gemma":[0.001989008,0.000096815,0.00009939745,0.0006916944,0.0001768115,0.0005722929,0.00003786041,0.000809559,8.517979e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296628,"about_ca_system_score_gemma":0.004525191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01049329,"about_ca_topic_score_gemma":0.02631372,"domain_scores_codex":[0.9978729,0.000543609,0.0003821579,0.0001258932,0.0005479236,0.0005274522],"domain_scores_gemma":[0.9976388,0.001032067,0.0003662154,0.00006243242,0.0005466435,0.0003538438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003936531,0.00005017268,0.01256514,0.000001689483,0.0001643654,0.00002958551,0.5200871,0.0006662151,0.00005201005,0.4147177,0.05015821,0.001114179],"study_design_scores_gemma":[0.002438191,0.0003177393,0.0139552,0.00008368277,0.00006836227,0.000009210633,0.3482409,0.00009840822,0.00006507097,0.02722831,0.6072744,0.0002204982],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.682326,0.001118469,0.0001327853,0.00638599,0.0007481975,0.0007354135,0.00006010122,0.00002245599,0.3084707],"genre_scores_gemma":[0.9944212,0.0001363294,0.0002011601,0.001939608,0.0008635537,0.000007789971,0.000001173932,0.0000137336,0.002415444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5571162,"threshold_uncertainty_score":0.9960959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029805746","doi":"","title":"Learning Behaviors Scale and Canadian Youths: Factorial Validity Generalization and Comparisons to the U.S. Standardization Sample","year":2011,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Generalization; Sample (material); Scale (ratio); Standardization; Factorial; Test validity; Generalization error","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1198197301632115,"gpt":0.3822537464001899,"spread":0.2624340162369784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003110036,0.0001196597,0.000251375,0.0002887372,0.001218829,0.00003008988,0.000194494,0.0001615953,0.00004167644],"category_scores_gemma":[0.00143685,0.00007792112,0.00003270698,0.000469245,0.00006166367,0.000175945,0.00005394081,0.001129421,0.000001548127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351375,"about_ca_system_score_gemma":0.0005682214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01360661,"about_ca_topic_score_gemma":0.02857722,"domain_scores_codex":[0.9971285,0.001662535,0.0004948486,0.0001327331,0.0002840472,0.0002973163],"domain_scores_gemma":[0.9985703,0.0006538657,0.0003849746,0.00007366393,0.000161446,0.0001557825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001395226,0.00001499135,0.8127652,0.000005786929,0.00002133144,0.000001599025,0.1789043,0.0003393637,0.00003561398,0.0003213276,0.00729128,0.0001596139],"study_design_scores_gemma":[0.001353874,0.000423385,0.9173896,0.0001371339,0.00009117365,0.00001407997,0.04989241,0.0003806355,0.00004184195,0.0034529,0.02665363,0.0001692848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787215,0.0001542044,0.0160246,0.002354827,0.0003873375,0.0008009388,0.00003624361,0.00001180956,0.001508546],"genre_scores_gemma":[0.9975624,0.00005723089,0.001465314,0.0005950248,0.0002339893,0.00001987964,0.000003504125,0.00001722367,0.00004541069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290119,"threshold_uncertainty_score":0.9929619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015363122","doi":"10.58188/1941-8043.1794","title":"Strong Fusion of Social Unionism and Normative Contract Negotiations: A Square Peg in a Round Hole?","year":2020,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Negotiation; Normative; Sociology; Context (archaeology); Labor union; Political science; Public relations; Public administration; Law and economics; Political economy; Economics; Law; Labour economics","authors":[{"name":"Barry Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04220576569348986,"gpt":0.3328596167956757,"spread":0.2906538511021858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559666,0.00007880856,0.0002426842,0.0001573624,0.0003896695,0.00005837968,0.0002344549,0.00009907364,0.00002831139],"category_scores_gemma":[0.0007796839,0.00005864042,0.00005421717,0.0008952352,0.0001466589,0.0004550838,0.00003618846,0.0005714706,1.690304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181723,"about_ca_system_score_gemma":0.0003823054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002622214,"about_ca_topic_score_gemma":0.000229901,"domain_scores_codex":[0.9981415,0.0007677741,0.0004327393,0.00008088558,0.0004027194,0.0001743541],"domain_scores_gemma":[0.9987688,0.0005303306,0.0004848532,0.00002293644,0.0001387861,0.00005426519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002690932,0.0001648526,0.02801987,0.000007149791,0.00007669219,0.00001157507,0.7358032,0.0003355143,0.0004563731,0.2324458,0.0007907334,0.00161907],"study_design_scores_gemma":[0.002368863,0.0003171205,0.8446311,0.0001088169,0.00003468712,0.000002361094,0.1346471,0.0004858092,0.00005464803,0.01285356,0.004379209,0.0001167775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697331,0.0002756632,0.0002875792,0.01882337,0.00005058273,0.0003428968,0.00001492833,0.000004318642,0.01046757],"genre_scores_gemma":[0.9984115,0.0001131016,0.0001012186,0.001149891,0.0001798711,0.000004302054,4.462753e-7,0.000004917641,0.00003471297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8166112,"threshold_uncertainty_score":0.2997062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2222273250","doi":"10.58188/1941-8043.1497","title":"Lessons from universities for precarious sectors: Bargaining for Contract Academic Staff","year":2015,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Collective bargaining; Labour economics; Business; Political science; Economics","authors":[{"name":"Jula Hughes","is_ca":true},{"name":"David Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09219926251197524,"gpt":0.3977390885005483,"spread":0.3055398259885731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003729137,0.0001314899,0.0003149311,0.0001853291,0.0004676159,0.00008415564,0.0006072821,0.000222516,0.00001642047],"category_scores_gemma":[0.001524258,0.0001064855,0.000118793,0.0004598002,0.0001209703,0.0005516695,0.00002395725,0.0005866741,0.000001656215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139998,"about_ca_system_score_gemma":0.004951251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003102966,"about_ca_topic_score_gemma":0.0001027652,"domain_scores_codex":[0.998073,0.0003835067,0.0004560473,0.0001590523,0.0005624731,0.0003659201],"domain_scores_gemma":[0.9957704,0.002972243,0.000635817,0.00005935994,0.0004207661,0.0001414416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009837785,0.0001127609,0.006373955,0.000005118688,0.0002300873,0.000004857677,0.8529977,0.0006158223,0.0001256522,0.07511934,0.06157358,0.001857356],"study_design_scores_gemma":[0.00509453,0.00054784,0.02035293,0.0002906299,0.0001308151,0.000007281197,0.3927965,0.0001772162,0.0005086823,0.2743664,0.3053354,0.0003918605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824568,0.005212198,0.01313624,0.03319289,0.002127958,0.002595381,0.0001650141,0.0000583007,0.06105522],"genre_scores_gemma":[0.993082,0.00009929293,0.003403991,0.0008791128,0.001175276,0.00004544106,0.000002049205,0.00001532952,0.001297435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4602012,"threshold_uncertainty_score":0.8783306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799837809","doi":"","title":"Shocks Pass-Through to Prices in U.S. and Canada: Evidence from Oil and Exchange Rate Markets","year":2018,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Economics; Exchange rate; Oil price; Monetary economics; Financial economics","authors":[{"name":"Eiman Aiyash","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04476403802255817,"gpt":0.2650319909841432,"spread":0.220267952961585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003374652,0.0001243723,0.0003873541,0.0002002054,0.0001027355,0.00005520081,0.0002773104,0.00009133678,0.00005788639],"category_scores_gemma":[0.001382926,0.0001068833,0.00002609056,0.0004207209,0.00006577971,0.0003325949,0.00009866017,0.0004221545,7.142066e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215051,"about_ca_system_score_gemma":0.0001545028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04693986,"about_ca_topic_score_gemma":0.07573258,"domain_scores_codex":[0.9987209,0.0001250529,0.00061567,0.0002398077,0.0000741467,0.0002243633],"domain_scores_gemma":[0.9982525,0.001088683,0.0004465025,0.00009526694,0.00004940302,0.00006761672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005546357,0.00003075348,0.9815419,0.00002190908,0.00005650262,0.00002001292,0.01206006,0.00001193154,0.00002883888,0.000952729,0.002487955,0.002232751],"study_design_scores_gemma":[0.0005098826,0.0001117373,0.9542787,0.0001712285,0.00000451621,0.000009307952,0.0004039746,0.005352372,0.00001053748,0.03202791,0.00698728,0.000132563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833677,0.003812277,0.0003769021,0.004015551,0.0001217968,0.00008187356,0.00002865107,0.000001550645,0.008193698],"genre_scores_gemma":[0.9958666,0.001614852,0.0007817509,0.001362552,0.0001557357,0.000008371185,2.138012e-7,0.000009066845,0.0002008639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107518,"threshold_uncertainty_score":0.9594067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005871656","doi":"","title":"Sea Ice, Seals, and Settlement:: On Climate and Culture in Newfoundland and Labrador","year":2019,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Climate change; Sea level rise; Sea level; Biodiversity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02656789231996977,"gpt":0.2292041926865713,"spread":0.2026363003666015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000925678,0.00009611507,0.0001894826,0.0001728919,0.0001194548,0.00007478375,0.0001194115,0.00007966002,0.00008423775],"category_scores_gemma":[0.00004126421,0.0000620705,0.0000182456,0.0002205968,0.00006235632,0.0002642697,0.00001836781,0.0004637776,0.000005607132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001653115,"about_ca_system_score_gemma":0.00002952087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453739,"about_ca_topic_score_gemma":0.0003922478,"domain_scores_codex":[0.9991754,0.0001794025,0.0001770577,0.0001268744,0.0001647715,0.0001765067],"domain_scores_gemma":[0.9993775,0.0003837672,0.0001325763,0.0000339631,0.0000142565,0.00005792952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003138212,0.000008587281,0.9931306,0.0000106556,0.00001705474,0.0000185802,0.004236355,0.0000753662,0.000005934923,0.00004591623,0.0003930164,0.001744166],"study_design_scores_gemma":[0.001482288,0.0004142411,0.9901106,0.00007621774,0.00001248967,0.0001177142,0.002250405,0.0004355184,0.000006155045,0.001118496,0.003892731,0.00008319311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875832,0.001048619,8.937933e-7,0.0008801378,0.00004225945,0.0001613665,0.00003373896,0.000001928791,0.01024782],"genre_scores_gemma":[0.9979309,0.0006873796,0.000171675,0.00107261,0.000049036,2.485366e-7,0.000002248474,0.000001418476,0.00008443635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034771,"threshold_uncertainty_score":0.2531162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032756017","doi":"","title":"Let's Go Canada!","year":2005,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01150909279457532,"gpt":0.2290527311543849,"spread":0.2175436383598096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008606498,0.00008366187,0.0001290416,0.0000514137,0.00009319888,0.00002046136,0.0004322611,0.00002694681,0.0003660058],"category_scores_gemma":[0.0001101456,0.00005501149,0.00004353409,0.000400976,0.0000454191,0.0001763364,0.0004125972,0.0003915023,0.00001880048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007498409,"about_ca_system_score_gemma":0.0000946556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01046065,"about_ca_topic_score_gemma":0.05369607,"domain_scores_codex":[0.9988854,0.0001034076,0.0002769495,0.00008823271,0.0004518962,0.000194118],"domain_scores_gemma":[0.9995697,0.0001416792,0.0001727971,0.00006019535,0.00000753605,0.00004809491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002420831,0.0002076058,0.03411661,0.000004797344,0.00008244236,0.0001263108,0.005447424,0.03555521,0.0006167661,0.002405225,0.6735113,0.2476843],"study_design_scores_gemma":[0.000826189,0.0001481422,0.2351621,0.00002276256,0.00002397206,0.0001148103,0.0009647503,0.0007705717,0.0002892301,0.01228112,0.749234,0.0001623959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2055486,0.0001364039,0.0003443256,0.0234393,0.0001208475,0.0002385389,0.000001376477,0.000005919664,0.7701647],"genre_scores_gemma":[0.9916713,0.00002245177,0.0004498503,0.003436311,0.0001548809,0.000003517635,7.812481e-8,0.000005428521,0.004256146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7861227,"threshold_uncertainty_score":0.9961288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046694377","doi":"","title":"Developed stock market integration: New evidence from the pre- and post-financial crisis of 2007-2009","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stock market; Cointegration; Financial crisis; Equity (law); Financial market; Stock (firearms); Interdependence; Market depth; Stock market bubble","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03471111088600473,"gpt":0.3010186110654673,"spread":0.2663075001794626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009239,0.000120601,0.0002882595,0.00008173564,0.0001326014,0.00004173483,0.0003847872,0.00009364729,0.0001693785],"category_scores_gemma":[0.001093643,0.00007417805,0.00007731093,0.0005768509,0.00006539457,0.000254967,0.0000806367,0.0008719039,8.927493e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004133671,"about_ca_system_score_gemma":0.000856287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004296406,"about_ca_topic_score_gemma":0.0000243248,"domain_scores_codex":[0.9986832,0.000371301,0.0004471339,0.0001410702,0.0002079386,0.0001493292],"domain_scores_gemma":[0.9977096,0.001547095,0.0003303535,0.0001229963,0.0002569715,0.0000329585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001015634,0.0003361501,0.6146141,0.00001916444,0.001005207,0.00004535917,0.1162333,0.0001492091,0.02182965,0.01372254,0.1537358,0.07729387],"study_design_scores_gemma":[0.001933686,0.0004753503,0.7748541,0.000933578,0.000271623,0.0001402437,0.108152,0.0001537546,0.01972004,0.09091064,0.002129531,0.0003254262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861819,0.002737142,0.001695153,0.008218925,0.0001233328,0.0001193378,0.000009329191,0.000004623374,0.0009102413],"genre_scores_gemma":[0.9963772,0.00006622478,0.002265071,0.0006075608,0.0004481991,0.000004721976,6.8931e-7,0.000008028165,0.0002222714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.16024,"threshold_uncertainty_score":0.3788037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W756348023","doi":"10.58188/1941-8043.1085","title":"The New Finance of Public Higher Education – Canadian Perspective","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Perspective (graphical); Public finance; Public funding; Quality (philosophy); Education economics; Political science; Public education; Business; Finance; Economics; Economic growth; Public administration; Education policy","authors":[{"name":"Carmen Prevost Vierula","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04827829046444691,"gpt":0.3592928685338442,"spread":0.3110145780693973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003126911,0.00006975439,0.0001269365,0.0001670533,0.0005440744,0.00006296256,0.0005070503,0.00008006112,0.00007699519],"category_scores_gemma":[0.0009003242,0.00004438818,0.00005415153,0.001071693,0.0001325379,0.0004777463,0.00001169306,0.000373342,0.000006375849],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582252,"about_ca_system_score_gemma":0.01306392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765559,"about_ca_topic_score_gemma":0.006724253,"domain_scores_codex":[0.9983864,0.0004485089,0.0003030939,0.00006269557,0.000458981,0.000340353],"domain_scores_gemma":[0.9984525,0.0005415187,0.0004515098,0.00006603408,0.0003354499,0.0001529617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001801297,0.00008063821,0.04004981,6.848472e-7,0.00003615964,3.025937e-7,0.176072,0.000006617287,0.000007103137,0.6446623,0.1360376,0.003028633],"study_design_scores_gemma":[0.0001289771,0.00001867103,0.3827743,0.00002497634,0.00000671341,0.000003155842,0.0279141,2.372518e-7,0.00002215627,0.04428796,0.544768,0.00005071885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1596213,0.01927657,0.00006047002,0.2551661,0.003061412,0.0005731878,0.000002553641,0.000007287959,0.5622311],"genre_scores_gemma":[0.9843639,0.0004753533,0.0003330394,0.001366513,0.001012578,0.000009803996,8.605915e-8,0.00000530422,0.01243345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8247426,"threshold_uncertainty_score":0.9925311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017382175","doi":"","title":"Almost a quarter century of EIU leadership","year":2023,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"History, Medicine, and Leadership","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Labor relations","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1394711199028545,"gpt":0.3548673389794779,"spread":0.2153962190766234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006611198,0.0001100939,0.0003322068,0.0005338098,0.0002984114,0.00002207984,0.000687207,0.0001856149,0.00007171027],"category_scores_gemma":[0.002100175,0.0000799268,0.0001440155,0.001898899,0.0004604759,0.0002075045,0.000002729832,0.0009609069,0.00001904261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902951,"about_ca_system_score_gemma":0.0006534097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006131488,"about_ca_topic_score_gemma":0.00004504946,"domain_scores_codex":[0.9968159,0.001209651,0.0005133112,0.000117551,0.0009294985,0.0004141493],"domain_scores_gemma":[0.9976005,0.001638444,0.000447877,0.00008048183,0.0001312047,0.0001014916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001753412,0.00005387323,0.007845676,0.00001894733,0.0000550785,0.00004205834,0.9076049,0.00004077582,0.0003076087,0.002272469,0.08105622,0.0005271047],"study_design_scores_gemma":[0.0008981082,0.0002351494,0.02475921,0.0002558879,0.00003999598,0.00001692058,0.9174309,0.00001778761,0.00008569147,0.001126698,0.05501742,0.0001162675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2298316,0.006501996,0.0001856241,0.08817544,0.002035533,0.001028778,0.000006925578,0.00008789332,0.6721462],"genre_scores_gemma":[0.9958556,0.00004492974,0.00004741057,0.001593461,0.0008868611,0.000005245226,2.876901e-7,0.00001171935,0.001554437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7660241,"threshold_uncertainty_score":0.4174716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989587630","doi":"","title":"Bolshevik Germany: America’s Perception to Bolshevism and the Origins of the German Revolution","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Cambridge; University of Toronto; Yale University","keywords":"German; Perception; Margin (machine learning)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02256735092435482,"gpt":0.3267041201635806,"spread":0.3041367692392258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002837917,0.00008819306,0.0002604212,0.0001067019,0.0006847313,0.00004146677,0.000451404,0.00009602808,0.00003746],"category_scores_gemma":[0.001058091,0.00004544848,0.0001474686,0.001029054,0.0005670093,0.000175049,0.00006280168,0.0006345872,0.000003167451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006346387,"about_ca_system_score_gemma":0.0006311595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505624,"about_ca_topic_score_gemma":0.00004411606,"domain_scores_codex":[0.9971342,0.001645802,0.0003842263,0.000111465,0.0005344574,0.0001898159],"domain_scores_gemma":[0.9986892,0.0005946283,0.0004062313,0.0001133677,0.0001411093,0.00005543617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005433122,0.00015543,0.007537657,0.00001995644,0.0001487118,0.00001699449,0.7574481,0.000103443,0.002851486,0.1777286,0.04570676,0.007739554],"study_design_scores_gemma":[0.001634138,0.0001179128,0.5792999,0.0002940733,0.0001445307,0.00008394383,0.04845982,0.00009302901,0.0000925245,0.03680254,0.3327886,0.00018905],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8344159,0.004043455,0.0003461383,0.06539862,0.0007379892,0.000773219,0.000003422123,0.00001229399,0.09426901],"genre_scores_gemma":[0.9952858,0.0007375722,0.0002280212,0.002239312,0.0004578737,0.000008474924,8.569539e-8,0.000007268687,0.001035578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7089882,"threshold_uncertainty_score":0.5266469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7026790675","doi":"","title":"Analyzing Canada’s Gun Policies","year":2019,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gun control; Public policy; Collective bargaining; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04780338500234542,"gpt":0.3674064501943796,"spread":0.3196030651920341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005042713,0.00007861666,0.0002161557,0.0002724702,0.0003055744,0.00008000218,0.0007805589,0.00008831835,0.0001086111],"category_scores_gemma":[0.001280647,0.00005219848,0.00007339176,0.001120833,0.0001142568,0.0002478978,0.00003528171,0.0008555973,0.000007130602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007885338,"about_ca_system_score_gemma":0.004220555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1199311,"about_ca_topic_score_gemma":0.1003458,"domain_scores_codex":[0.9974458,0.0008623826,0.0003091739,0.00009060076,0.0008682997,0.0004237439],"domain_scores_gemma":[0.9982574,0.001191745,0.000232813,0.00006660266,0.0001571816,0.00009425908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002545311,0.00008453456,0.7520341,0.00001553604,0.0001661897,0.00005803793,0.1494379,0.0009126276,0.0007101389,0.05500822,0.03772932,0.003588883],"study_design_scores_gemma":[0.001600441,0.0003889049,0.5285947,0.0004733985,0.0000455039,0.00004836536,0.2650895,0.0002052899,0.0004624681,0.03499752,0.1676729,0.0004210066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054323,0.0006280564,0.00002190696,0.01601456,0.0001784322,0.0002300386,0.000001282119,0.000004578942,0.1774888],"genre_scores_gemma":[0.9965822,0.0001962315,0.00004396966,0.000719188,0.0003174005,0.000001612499,6.837688e-8,0.000005989662,0.002133375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2234394,"threshold_uncertainty_score":0.9160705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7134334304","doi":"","title":"Let's Go Canada!","year":2005,"lang":"","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[{"name":"Historical Administration","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02684791202775606,"gpt":0.3026678879329162,"spread":0.2758199759051601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004318922,0.0002489032,0.0005276257,0.0002563411,0.0008013193,0.0001525298,0.001515107,0.0002684393,0.0002484322],"category_scores_gemma":[0.002329453,0.0002031148,0.0002063813,0.002004832,0.0003706214,0.0006235308,0.00005150414,0.002124946,0.00001236677],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004323511,"about_ca_system_score_gemma":0.01408189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5287526,"about_ca_topic_score_gemma":0.8906763,"domain_scores_codex":[0.9953524,0.001150354,0.001021957,0.00021118,0.001438699,0.0008254478],"domain_scores_gemma":[0.9963812,0.001681372,0.001312876,0.0001281901,0.0001835778,0.000312793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002321563,0.00009060564,0.001391203,0.000007177056,0.0001541989,0.000119827,0.09576541,0.001640937,0.00002408912,0.0290951,0.8612843,0.01019503],"study_design_scores_gemma":[0.0009673994,0.0001415145,0.02992415,0.0002004233,0.00005859769,0.0001162328,0.006563416,0.0001696811,0.00007869759,0.007795862,0.9537261,0.0002579817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1467979,0.0131002,0.00005532626,0.5146864,0.001103033,0.0007346572,0.0001331708,0.000006599457,0.3233827],"genre_scores_gemma":[0.9536892,0.0009848797,0.00009835564,0.02924816,0.003662832,0.000004376675,7.914655e-8,0.00001777064,0.01229431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8068914,"threshold_uncertainty_score":0.9994987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7007672018","doi":"","title":"Am I Canadian: Making Canadian History Personally Relevant to Students (and to Me)","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Historiography; Construct (python library); Variety (cybernetics); Class (philosophy); Intersectionality; Reflection (computer programming); Higher education; Social history (medicine)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1213348809942561,"gpt":0.3991001533917435,"spread":0.2777652723974875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003038781,0.0001176173,0.0002752134,0.0006787977,0.0006596144,0.00009113057,0.0006155786,0.0001428403,0.0001227115],"category_scores_gemma":[0.002969611,0.0001073374,0.00006952175,0.0006665258,0.00009150499,0.0001139792,0.00003133936,0.0007854946,0.0000117619],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00891161,"about_ca_system_score_gemma":0.01168563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2441087,"about_ca_topic_score_gemma":0.8083004,"domain_scores_codex":[0.9976527,0.0005920522,0.0003368538,0.0001997685,0.0006645891,0.0005540253],"domain_scores_gemma":[0.9981628,0.0005175365,0.0001253518,0.0000760294,0.0002302907,0.0008879766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006191807,0.0000469258,0.04516751,0.000004430425,0.00007971418,0.0003465411,0.8306687,0.00008106947,0.00007619354,0.01519162,0.1069489,0.001326447],"study_design_scores_gemma":[0.0002493465,0.0001306852,0.08007287,0.0001386983,0.00002894176,0.00005379444,0.1117422,0.000003102825,0.000002791786,0.001312783,0.8060892,0.0001755864],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6111654,0.003765668,0.00003013289,0.09362244,0.001789908,0.0004122783,0.000008748131,0.00001264647,0.2891928],"genre_scores_gemma":[0.9786121,0.00005153166,0.0006873496,0.01509841,0.000585074,0.000008524459,1.468855e-7,0.00001452481,0.004942387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7189265,"threshold_uncertainty_score":0.994893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408914805","doi":"10.58188/1941-8043.1920","title":"How Do Collective Agreements Stack Up? Implications For Academic Freedom","year":2025,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Collective bargaining; Academic freedom; Stack (abstract data type); Labour economics; Economics; Business; Political science; Law and economics; Higher education; Economic growth; Computer science","authors":[{"name":"Tim Ribaric","is_ca":false},{"name":"Rahul Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06536939655810514,"gpt":0.3868029205306966,"spread":0.3214335239725915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004281987,0.0002006382,0.0004346883,0.0005977969,0.001132716,0.0001628893,0.001456519,0.0005209555,0.00001111551],"category_scores_gemma":[0.00537869,0.0001584801,0.0002163181,0.002118261,0.0005045336,0.0005014897,0.00008101901,0.001742952,0.000001591356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377329,"about_ca_system_score_gemma":0.00252714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000425399,"about_ca_topic_score_gemma":0.00003022362,"domain_scores_codex":[0.9971623,0.0007795087,0.0006909142,0.0002324178,0.0005071724,0.0006276531],"domain_scores_gemma":[0.9947663,0.003781039,0.0007045449,0.0001370665,0.0004844209,0.0001266162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003049207,0.00007407689,0.0242442,0.00001669166,0.0002754343,0.000001655767,0.05657712,0.0001406893,0.0002540701,0.6092412,0.3072568,0.001613146],"study_design_scores_gemma":[0.002363422,0.0001957211,0.02440569,0.0002157415,0.0001635355,0.00001322051,0.02788316,0.00007593469,0.000170534,0.7486615,0.1956214,0.0002301482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07433145,0.0135173,0.04456975,0.3037087,0.00548764,0.007481812,0.0003106367,0.0001134527,0.5504792],"genre_scores_gemma":[0.9700665,0.0008166244,0.001016957,0.002739465,0.001505539,0.0001333091,0.000001245193,0.00001973608,0.0237006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8957351,"threshold_uncertainty_score":0.871205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7058571458","doi":"","title":"The NexSTEM Program: A Community Assets Program that Fosters the Next Generation of STEM Leaders","year":2020,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Interim; Scholarship; Socioeconomic status; Presentation (obstetrics); Community college; Representation (politics); Higher education; State (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2646576473503864,"gpt":0.3357729671535716,"spread":0.07111531980318525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021387,0.0001679401,0.0002770946,0.00007843479,0.0002951874,0.0001413797,0.0009343377,0.0001472741,0.000003111222],"category_scores_gemma":[0.0002238035,0.00009034174,0.0001286915,0.0006006699,0.0001888716,0.0001921405,0.00006486075,0.001956592,5.730666e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002562,"about_ca_system_score_gemma":0.00006920499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009677164,"about_ca_topic_score_gemma":0.00001281674,"domain_scores_codex":[0.9976671,0.001035591,0.0005476451,0.00007649716,0.0004227019,0.0002504718],"domain_scores_gemma":[0.9980901,0.001271035,0.0003092061,0.0001850235,0.00009472789,0.00004987259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008666343,0.0005182938,0.005219041,0.0004006472,0.001174988,0.00004282733,0.3515188,0.01825405,0.03808007,0.002414146,0.08883532,0.4926752],"study_design_scores_gemma":[0.005998125,0.01236552,0.04083502,0.00136664,0.0006852166,0.000683166,0.2800663,0.4446092,0.1398392,0.007667145,0.06417429,0.001710185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754844,0.002005318,0.001029608,0.01234504,0.0001699523,0.002249763,0.000002176634,0.0001824921,0.00653128],"genre_scores_gemma":[0.9974664,0.0001791576,0.001617594,0.000457644,0.0001463553,0.0000877569,3.633674e-7,0.00002395372,0.00002071688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490965,"threshold_uncertainty_score":0.8500527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7139175760","doi":"","title":"2016 Program","year":2016,"lang":"","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lament; Discipline; Period (music); Vitality; Graduate students; Higher education; Quarter (Canadian coin)","authors":[{"name":"Office of Academic Affairs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05753365484009962,"gpt":0.3712426144860425,"spread":0.3137089596459428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006992693,0.0002931625,0.0006468289,0.0003962537,0.0008399682,0.0001845568,0.0011742,0.0002904549,0.000192796],"category_scores_gemma":[0.003477862,0.0001420819,0.0003601924,0.001692296,0.0009247278,0.0009663983,0.0001222079,0.0009005731,0.00005615481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004584878,"about_ca_system_score_gemma":0.00145382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002829079,"about_ca_topic_score_gemma":0.00002845354,"domain_scores_codex":[0.9946541,0.001961068,0.001117104,0.0002325391,0.001194463,0.0008407074],"domain_scores_gemma":[0.9946932,0.003430623,0.001217114,0.0001350113,0.0003220495,0.0002020224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001504252,0.001243276,0.05106713,0.00002285589,0.0008696243,0.0001231257,0.5179744,0.00001248204,0.0004024102,0.01182666,0.1067026,0.3082512],"study_design_scores_gemma":[0.008764645,0.00629977,0.3099008,0.00379437,0.0004667426,0.0002127506,0.1680896,0.00001479471,0.0004307571,0.1934871,0.307508,0.001030608],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4452525,0.01532371,0.0003411581,0.0835091,0.001480508,0.001896458,0.00001693506,0.00003964256,0.45214],"genre_scores_gemma":[0.9881871,0.004021879,0.0002222255,0.001303447,0.001525495,0.00002095565,2.829764e-8,0.00001889372,0.004699993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5429345,"threshold_uncertainty_score":0.6460441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W795104674","doi":"10.58188/1941-8043.1129","title":"New Models of Contingent Faculty Inclusion","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vancouver Community College","funders":"","keywords":"Inclusion (mineral); Economics; Labour economics; Psychology; Econometrics; Social psychology","authors":[{"name":"Frank Cosco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07343590412815441,"gpt":0.3818789602456943,"spread":0.3084430561175399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003484129,0.00006640756,0.0001841396,0.0001169577,0.0003376986,0.0000168846,0.000381653,0.00008229009,0.00005214433],"category_scores_gemma":[0.0004339703,0.00004582253,0.00006442635,0.0005974605,0.00004906686,0.0004877301,0.00008479021,0.000304596,0.000002342986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456782,"about_ca_system_score_gemma":0.001071773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001772212,"about_ca_topic_score_gemma":0.00001237994,"domain_scores_codex":[0.9982926,0.0002993497,0.0004072116,0.00005294264,0.0007236584,0.0002242751],"domain_scores_gemma":[0.9988474,0.0003088735,0.0005659959,0.00003895502,0.0001423919,0.00009638628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009264154,0.0001425182,0.04174596,0.00000310397,0.00004859121,9.576995e-7,0.8700356,0.0003186756,0.0001912854,0.0423236,0.04081919,0.004277904],"study_design_scores_gemma":[0.002221563,0.0001850005,0.3922012,0.0003739877,0.00006609834,0.0000189641,0.06204204,0.0000585676,0.002511927,0.2035541,0.3364224,0.0003442152],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8187057,0.004015768,0.005637457,0.01339714,0.0008330144,0.0004769377,0.000003250057,0.00001092344,0.1569198],"genre_scores_gemma":[0.9937724,0.0001625582,0.003447768,0.0006433759,0.0004813792,0.000002638071,1.492248e-7,0.000004444863,0.00148524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8079935,"threshold_uncertainty_score":0.2597339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W760722200","doi":"10.58188/1941-8043.1141","title":"Work/Life Balance in Canadian Universities","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work–life balance; Balance (ability); Work (physics); Labour economics; Higher education; Collective bargaining; Political science; Economics; Demographic economics; Psychology; Economic growth; Engineering","authors":[{"name":"Jacques Samson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07124786826222865,"gpt":0.3932815732137271,"spread":0.3220337049514985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003125929,0.0001052356,0.000278024,0.0004864369,0.0004857401,0.000005854185,0.0003011806,0.0001428387,0.00008949028],"category_scores_gemma":[0.0004714366,0.00007400594,0.00005025141,0.0008579578,0.00005591705,0.0003022709,0.00004709442,0.00143384,0.00001550307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316941,"about_ca_system_score_gemma":0.001328225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007392045,"about_ca_topic_score_gemma":0.007380478,"domain_scores_codex":[0.9977648,0.0008441879,0.0004363756,0.00006459646,0.0002252888,0.0006648142],"domain_scores_gemma":[0.9982515,0.001156077,0.0002846648,0.0000547935,0.00007982394,0.0001731516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009865176,0.00001681499,0.9102079,0.000005890148,0.00003211541,0.000008334018,0.05890846,0.00002386015,0.000002275261,0.004213215,0.02643933,0.00004313272],"study_design_scores_gemma":[0.0008225659,0.00004105211,0.9068826,0.0002609383,0.00001376485,0.000003542634,0.05458907,0.000006227806,0.000001844111,0.001617539,0.03567697,0.00008388457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569777,0.002296985,0.000009338512,0.01499311,0.0003910082,0.0002850351,0.000003272958,0.000006030919,0.1250375],"genre_scores_gemma":[0.9935634,0.0001313561,0.00004525939,0.003688328,0.0004792226,0.000009952911,2.370242e-7,0.000009749052,0.002072504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365857,"threshold_uncertainty_score":0.9992178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626695867","doi":"","title":"Toward a social archaeology of food in later Newfoundland pre/history","year":2017,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Archaeology; History; Social history (medicine); Geography","authors":[{"name":"Donald H. Holly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09281437814994528,"gpt":0.33924685718263,"spread":0.2464324790326848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001825077,0.0000893602,0.0003749622,0.0001480565,0.0004925508,0.00000768532,0.0007696517,0.000160286,0.00002578035],"category_scores_gemma":[0.001237129,0.0000581409,0.0001086977,0.0001507196,0.00163402,0.0002028169,0.000121802,0.0006875987,0.000001089397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007082736,"about_ca_system_score_gemma":0.0003082126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947343,"about_ca_topic_score_gemma":0.003623252,"domain_scores_codex":[0.9982984,0.0006293092,0.0003913422,0.0001034584,0.0003125612,0.0002649288],"domain_scores_gemma":[0.9988078,0.0004215562,0.000574428,0.00005336861,0.00010654,0.00003634764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003500232,0.00007007102,0.1248148,0.000006442157,0.00008365251,0.00002537654,0.8503613,0.000007187638,0.00007690113,0.02132596,0.002101113,0.0007771953],"study_design_scores_gemma":[0.001358852,0.0005073196,0.7480927,0.00005263249,0.00003062973,0.0000172409,0.01017949,0.000004862174,0.00002016234,0.1746357,0.06496834,0.000132091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269887,0.001725599,0.00001977374,0.01641453,0.0003268233,0.0001806433,0.000001265807,0.00000396152,0.05433866],"genre_scores_gemma":[0.9978721,0.0001700945,0.0001007408,0.0003108084,0.0003649248,0.000008435694,5.178335e-8,0.000003967913,0.001168855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8401818,"threshold_uncertainty_score":0.6020615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980547768","doi":"","title":"Chronicling the Saga of 25 Years of International Society of Franchising","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Space (punctuation); International business; Civil society","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03996311093358374,"gpt":0.323308624261814,"spread":0.2833455133282303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001398768,0.0000798465,0.0003128721,0.0001188297,0.00003978342,0.000003829891,0.0002170501,0.00007221095,0.00002372647],"category_scores_gemma":[0.0002401208,0.00004842428,0.0002469679,0.0003141341,0.00008776642,0.0001160704,0.00003769566,0.0003735381,4.465607e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577858,"about_ca_system_score_gemma":0.0002372245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007815021,"about_ca_topic_score_gemma":1.951681e-7,"domain_scores_codex":[0.9987498,0.0001029528,0.0004809033,0.0000596059,0.0004614641,0.0001452761],"domain_scores_gemma":[0.9986356,0.0004119714,0.0007066428,0.00007889922,0.0001252032,0.00004171157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003204288,0.003251494,0.7892382,0.0002276684,0.006145188,0.00002914734,0.09213736,0.00102445,0.07300428,0.005203882,0.006118427,0.02041564],"study_design_scores_gemma":[0.004359835,0.0004524893,0.9638647,0.00077206,0.0003743574,0.0001109587,0.0040232,0.000635386,0.01926737,0.002972065,0.003088843,0.0000787117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930461,0.00341545,0.0004025627,0.0004355615,0.0001292141,0.0001563701,0.000007069925,0.00000161619,0.002406041],"genre_scores_gemma":[0.9975637,0.000306433,0.001641745,0.0002219348,0.0002046676,0.000002619441,4.74977e-7,0.000009020445,0.00004944794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746266,"threshold_uncertainty_score":0.1974685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2223552447","doi":"","title":"The Effects of Altered Carbohydrate Metabolism on Plant Growth and Cellulose Biosynthesis","year":2005,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Sucrose; Sucrose synthase; Fructose; Biochemistry; Sucrose-phosphate synthase; Invertase; Carbohydrate; Carbohydrate metabolism; Cellulose; Metabolism; Chemistry; Glycosyltransferase; Biology; Gene","authors":[{"name":"Thomas Canam","is_ca":true},{"name":"Heather D. Coleman","is_ca":true},{"name":"Ji Young Park","is_ca":true},{"name":"David Ellis","is_ca":false},{"name":"Shawn D Mansield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492633302350168,"gpt":0.2176614444582998,"spread":0.2027351114347981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110848,0.0001331741,0.0003056652,0.00005661048,0.0001993785,0.00004163041,0.0004061759,0.00009026771,0.000002669428],"category_scores_gemma":[0.0006563208,0.00003702857,0.0001008802,0.0004533359,0.00008279649,0.0001201652,0.00003464017,0.0004082916,9.618894e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001886603,"about_ca_system_score_gemma":0.00001990963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001149491,"about_ca_topic_score_gemma":0.000006659271,"domain_scores_codex":[0.9985037,0.000449349,0.0003836655,0.0001168681,0.0003175919,0.0002288319],"domain_scores_gemma":[0.9956382,0.003828938,0.0004001179,0.00003050551,0.00004324454,0.00005902166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001293928,0.0003069881,0.001874253,0.0000136037,0.0002185905,0.00002705674,0.004580693,0.00001585433,0.9199787,0.01246805,0.003599034,0.05562319],"study_design_scores_gemma":[0.001556007,0.0009589811,0.3996361,0.0003192913,0.0002049087,0.0001191584,0.000992818,0.0001283086,0.5120117,0.01165825,0.07210869,0.0003057458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903687,0.005894593,8.4697e-7,0.002474108,0.0001287743,0.0001841409,0.0000121664,0.000003818212,0.0009328545],"genre_scores_gemma":[0.9945622,0.004269606,0.00003504118,0.000558253,0.0005001812,0.000006090511,4.688877e-7,0.000001215948,0.00006692886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4079671,"threshold_uncertainty_score":0.1773846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626881316","doi":"","title":"Subarctic Coastal Pioneers: Evidence and Implications of a New Maritime Archaic Site in Eastern Newfoundland","year":2017,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subarctic climate; Geography; Archaeology; Oceanography; Geology","authors":[{"name":"Christopher B. Wolff","is_ca":false},{"name":"Donald H. Holly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08933053715820496,"gpt":0.3632230535110625,"spread":0.2738925163528575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243394,0.00007292708,0.0002407201,0.0001115524,0.0006132727,0.00003368201,0.00044644,0.00006973639,0.000007550794],"category_scores_gemma":[0.002404745,0.00004913033,0.00004972157,0.0002518967,0.0006873669,0.000386617,0.0001127965,0.000424448,0.000001288766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686792,"about_ca_system_score_gemma":0.0002628516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494088,"about_ca_topic_score_gemma":0.01356917,"domain_scores_codex":[0.9988613,0.0002913731,0.0003029922,0.00009969631,0.0002406625,0.000203983],"domain_scores_gemma":[0.9985448,0.0008401962,0.0003765298,0.00006806263,0.00009587478,0.00007459944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145053,0.00003086105,0.8544672,0.000005271109,0.00002595526,0.000007135008,0.1385525,0.000009348618,0.0001494374,0.004366505,0.000388373,0.001882821],"study_design_scores_gemma":[0.0004381495,0.0001353696,0.937356,0.00017408,0.00001943066,0.00002030243,0.005244914,0.00001638006,0.000002654578,0.05500355,0.001529647,0.00005952181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541611,0.002016218,0.0001026865,0.03695135,0.00006098286,0.0001967726,0.000001765089,0.000002982575,0.00650613],"genre_scores_gemma":[0.9975115,0.0007226208,0.0002058245,0.0001840285,0.0001475759,0.000004944899,5.607542e-8,0.000002807578,0.001220621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333076,"threshold_uncertainty_score":0.7571915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129056828","doi":"","title":"Comparison of the Effects of Growing-Season Burns and Dormant-Season Burns on Vegetation Structure and Grassland Bird Diversity in East-Central Illinois Prairies","year":2020,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Grassland; Vegetation (pathology); Growing season; Diversity (politics); Geography; Forestry; Environmental science; Agroforestry; Ecology; Agronomy; Biology; Medicine","authors":[{"name":"Joseph Lee Boise","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01641400424656593,"gpt":0.2504697201526963,"spread":0.2340557159061304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006247281,0.0001529576,0.0004106471,0.00007445591,0.000149344,0.0000214598,0.0003360958,0.0001156894,0.000003190564],"category_scores_gemma":[0.0007615291,0.00009553994,0.00006223429,0.0005690274,0.0002761836,0.0003259065,0.000204129,0.0006675367,3.779244e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706563,"about_ca_system_score_gemma":0.00002870965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009378744,"about_ca_topic_score_gemma":0.0001103131,"domain_scores_codex":[0.9980783,0.0006155487,0.0003871153,0.0001656218,0.0005512715,0.0002020726],"domain_scores_gemma":[0.998459,0.0007718245,0.0006073196,0.00006795144,0.00001792889,0.00007602001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003271435,0.00005279556,0.9624698,0.0001063849,0.00003457658,0.000005730586,0.02717976,0.002748259,0.006423057,0.00006577509,0.0001343313,0.0004524353],"study_design_scores_gemma":[0.00146093,0.0007799471,0.9825834,0.0004010462,0.00005053974,0.00001530277,0.001051526,0.007197838,0.005801781,0.0005431655,0.00002122288,0.00009330609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980572,0.0005197974,0.0000451473,0.0007681007,0.00008669709,0.0004304007,0.000003479224,0.000004066833,0.0000851269],"genre_scores_gemma":[0.9996923,0.00003939724,0.0000522003,0.000156059,0.00004507209,0.000001899087,1.621042e-7,0.00001007506,0.000002884751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02612823,"threshold_uncertainty_score":0.3896006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200040305","doi":"","title":"The Holodomor National Awareness Tour: A Reflection on Teaching","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Warwick","keywords":"Reflection (computer programming); Psychology; Mathematics education; Pedagogy; Computer science","authors":[{"name":"Alexandra Marchel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07243646666062652,"gpt":0.3986485772774272,"spread":0.3262121106168007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00561856,0.00007875452,0.0001683739,0.00008820722,0.00236054,0.0001223813,0.0003825215,0.000138514,0.00001726168],"category_scores_gemma":[0.009429447,0.00004864855,0.0001283575,0.0007481354,0.0001973208,0.0001487463,0.00002520082,0.001259681,0.00000557214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009681316,"about_ca_system_score_gemma":0.001423087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006645173,"about_ca_topic_score_gemma":0.0001362462,"domain_scores_codex":[0.9963669,0.001920266,0.0003468773,0.0001062763,0.000979987,0.0002797304],"domain_scores_gemma":[0.9957501,0.003563343,0.0002169123,0.00004506879,0.0003530789,0.00007154136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001489159,0.0001285519,0.0007697921,0.000001554442,0.00004252993,0.00002692777,0.03008663,0.0002109647,0.00004522709,0.9583673,0.007915806,0.002255731],"study_design_scores_gemma":[0.0006367477,0.0002519822,0.008390625,0.00008539181,0.00002835973,0.00003917135,0.02366089,0.0003011396,0.0000453645,0.6110449,0.355346,0.0001694257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.157189,0.000424937,0.0007578362,0.02485004,0.001052873,0.0002152627,0.000004075725,0.00002032638,0.8154856],"genre_scores_gemma":[0.9884444,0.00008132184,0.0001509268,0.001882738,0.001216094,0.000007669155,2.798039e-7,0.000007163982,0.008209435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8312554,"threshold_uncertainty_score":0.9989383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W212129686","doi":"","title":"Trade openness in North America: The impacts of NAFTA","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"International trade; Openness to experience; Business; International economics; Economics","authors":[{"name":"Mohammed Dawood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07540112471303137,"gpt":0.2628974642766954,"spread":0.187496339563664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002327358,0.0001296564,0.0005158351,0.0003108179,0.00007045185,0.00003324668,0.0007104573,0.00009296634,0.00002871044],"category_scores_gemma":[0.0003985203,0.00009127545,0.0001405157,0.0009772859,0.00009147458,0.0005281303,0.00004807395,0.0007028437,0.00001412308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482625,"about_ca_system_score_gemma":0.00006220435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007209199,"about_ca_topic_score_gemma":0.00002655789,"domain_scores_codex":[0.9983427,0.0001053572,0.001009056,0.0001093624,0.00006052986,0.0003729732],"domain_scores_gemma":[0.9983451,0.0004243198,0.001024664,0.0001269208,0.00001354233,0.00006539644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001573282,0.0002259089,0.954761,0.000009920553,0.0001098609,0.000004505953,0.02277221,0.001683572,0.00002082443,0.01812833,0.001765638,0.0003609592],"study_design_scores_gemma":[0.0008836745,0.0001293278,0.9763387,0.00002904573,0.000009836886,0.00005201507,0.003328116,0.0002543573,0.00005311627,0.01013942,0.008656383,0.0001260475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813479,0.003583577,0.00004138359,0.002155031,0.0001727242,0.0001821382,0.00002215889,0.000001741047,0.01249337],"genre_scores_gemma":[0.9980345,0.0005646597,0.000138803,0.001033537,0.0001863695,0.000006567665,4.839384e-7,0.00001224288,0.0000228405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157772,"threshold_uncertainty_score":0.3722105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804851065","doi":"","title":"Colonizing the Edge: The Maritime Archaic Settlement and Occupation of Eastern Newfoundland","year":2018,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Settlement (finance); Archaeology; Geography; Prehistory; Ancient history; History","authors":[{"name":"Christopher B. Wolff","is_ca":false},{"name":"Donald H. Holly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04657335312697995,"gpt":0.3330541492289985,"spread":0.2864807961020185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002802844,0.00006577928,0.0001532751,0.00004782877,0.001075874,0.00001982856,0.0003571329,0.00005126033,0.00001391306],"category_scores_gemma":[0.000672052,0.00002801248,0.00004465692,0.000410544,0.001300825,0.00009811689,0.00008333414,0.0003745205,0.000001669283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582789,"about_ca_system_score_gemma":0.0001215296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340013,"about_ca_topic_score_gemma":0.001207703,"domain_scores_codex":[0.998409,0.0007408247,0.0002677551,0.00006979344,0.0003299026,0.0001827456],"domain_scores_gemma":[0.9984465,0.001038414,0.0002837678,0.00004100933,0.000162627,0.00002766808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003578999,0.00005095355,0.2546054,0.00000586145,0.00016877,0.000004252506,0.7077272,0.0000126154,0.0001229173,0.02277047,0.008205424,0.005968308],"study_design_scores_gemma":[0.0009750794,0.0008858005,0.6907718,0.000121631,0.0001100836,0.00004101167,0.07483274,0.0001493681,0.00004650044,0.09925,0.1326679,0.0001481002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033026,0.002495315,0.0002408541,0.06502399,0.0003100257,0.0004653295,0.000003582944,0.000005798667,0.02815254],"genre_scores_gemma":[0.9975759,0.0001881444,0.0000822636,0.0008741742,0.0004928525,0.000007218419,7.977216e-8,0.000002491568,0.000776816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6328945,"threshold_uncertainty_score":0.8274862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W598306007","doi":"10.58188/1941-8043.1269","title":"Collegiality, Agency and Grievance Resolution: L'Universite du Quebec a Trois Rivieres","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Université du Québec","funders":"","keywords":"Collegiality; Agency (philosophy); Moral hazard; Opportunism; Accountability; Grievance; Public relations; Agency cost; Business; Sociology; Political science; Economics; Corporate governance; Incentive; Finance; Pedagogy; Microeconomics; Law","authors":[{"name":"L. M. Farrell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04218392564837745,"gpt":0.3218888092133522,"spread":0.2797048835649747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004301615,0.00009005359,0.0002087388,0.00009472886,0.0008722063,0.00008008765,0.0004785582,0.0001117937,0.00003989017],"category_scores_gemma":[0.001171309,0.00006719672,0.00007961018,0.00112562,0.0004607606,0.0009569586,0.00005627397,0.0004036371,0.000002363664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000482871,"about_ca_system_score_gemma":0.0005517899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007256328,"about_ca_topic_score_gemma":0.006358673,"domain_scores_codex":[0.9978344,0.0007855126,0.0002722859,0.0001021797,0.0006326571,0.0003729166],"domain_scores_gemma":[0.9985903,0.0006989948,0.0004355468,0.00004830274,0.00009948674,0.0001273551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002509042,0.000131756,0.2997629,0.000005547285,0.0000554063,0.00002008969,0.5156486,0.00004595847,0.00006951422,0.1324704,0.04814502,0.003393897],"study_design_scores_gemma":[0.0006329031,0.00009327392,0.8136182,0.00006670351,0.00003171892,0.00002368951,0.04864489,0.00002805451,0.00001157787,0.02132206,0.1153792,0.00014768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114369,0.004607341,0.0002735837,0.01994303,0.0004721179,0.0002699483,0.000004292801,0.00001013167,0.06298261],"genre_scores_gemma":[0.9951683,0.0008978011,0.0002550567,0.0005280222,0.001071055,0.000002604221,4.070376e-8,0.000004126528,0.002072988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5138553,"threshold_uncertainty_score":0.9993544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2567437254","doi":"10.58188/1941-8043.1644","title":"Panel: Multi-Employer Negotiations in Higher Education - Post-Secondary Education Multi-Employer Bargaining in British Columbia","year":2016,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Negotiation; Collective bargaining; Labour economics; Higher education; Panel data; Economics; Bargaining power; Political science; Demographic economics; Business; Economic growth; Microeconomics; Law; Econometrics","authors":[{"name":"Lesley Burke-O'Flynn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06241610755564291,"gpt":0.339590876320599,"spread":0.2771747687649561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002721894,0.0001520846,0.0003452925,0.00051121,0.0005088378,0.0003237075,0.0006288416,0.0002653868,0.0005807094],"category_scores_gemma":[0.001554061,0.000148964,0.000106489,0.001570406,0.0001762686,0.001207874,0.00005888801,0.0008735777,0.000004437343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231294,"about_ca_system_score_gemma":0.004301211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02312029,"about_ca_topic_score_gemma":0.1026286,"domain_scores_codex":[0.996613,0.001182006,0.0009052919,0.0002815781,0.0005232606,0.0004949039],"domain_scores_gemma":[0.9979104,0.0008332158,0.0005722717,0.0001298842,0.0004198569,0.0001344091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006443595,0.002222223,0.8894517,0.000007326807,0.00007763156,0.00001828807,0.04865201,0.00005611288,0.001118764,0.00976749,0.01146337,0.03710064],"study_design_scores_gemma":[0.001914331,0.00008630679,0.9582978,0.0004569178,0.00001917334,0.00001053333,0.01417279,0.000009101068,0.00001116354,0.007427007,0.01738764,0.0002072675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799427,0.001033911,0.00008661781,0.007548702,0.0009275842,0.000818557,0.00002406427,0.00002203103,0.009595805],"genre_scores_gemma":[0.9835564,0.0003104468,0.00123544,0.003790196,0.0005067316,0.00009311548,0.000002862429,0.00003172001,0.0104731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07950827,"threshold_uncertainty_score":0.9833848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381414212","doi":"10.58188/1941-8043.1897","title":"New Models of Contingent Faculty Inclusion","year":2023,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Community College","funders":"","keywords":"Collective bargaining; Center (category theory); Inclusion (mineral); Political science; Higher education; Labour economics; Economics; Sociology; Economic growth; Social science","authors":[{"name":"Frank Cosco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08040645024326384,"gpt":0.3894072465605899,"spread":0.3090007963173261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270077,0.00006344101,0.0001854239,0.0002002902,0.0003854168,0.00002256444,0.0004483518,0.00007841303,0.00003425188],"category_scores_gemma":[0.0005523683,0.00004503116,0.00006735962,0.001444352,0.00004919724,0.0002545194,0.0001093655,0.0002919762,0.000005452307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746858,"about_ca_system_score_gemma":0.001507451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192512,"about_ca_topic_score_gemma":0.00002613088,"domain_scores_codex":[0.9982588,0.0002628901,0.0004162392,0.00007387582,0.0008009319,0.0001872782],"domain_scores_gemma":[0.9988476,0.0004055849,0.0004855535,0.00004058379,0.0001580124,0.00006267392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001077433,0.0000642356,0.01088002,0.000004621593,0.00005819263,0.000007602665,0.8117093,0.002517363,0.0002721794,0.03120062,0.1372587,0.005919427],"study_design_scores_gemma":[0.00196734,0.0001869681,0.2243888,0.0003951257,0.00003740031,0.00000867728,0.06284699,0.000333857,0.001264357,0.5044928,0.2038127,0.0002651002],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632926,0.0008880324,0.002237004,0.02967674,0.0006524608,0.0005013503,0.000005128286,0.00002824435,0.1027184],"genre_scores_gemma":[0.9939574,0.0002986927,0.001305373,0.0005288842,0.0002616427,0.000003674591,3.491186e-7,0.000005208791,0.003638784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7488623,"threshold_uncertainty_score":0.2964353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094017704","doi":"","title":"The New Finance of Public Higher Education – Canadian Perspective","year":2012,"lang":"","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Perspective (graphical); Public funding; Quality (philosophy); Public finance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04725687979717378,"gpt":0.351672626902324,"spread":0.3044157471051502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006606783,0.0002087074,0.0003578596,0.0003833687,0.001183941,0.0001857715,0.001238603,0.0002400807,0.0002583528],"category_scores_gemma":[0.001575686,0.0001380936,0.0001663978,0.002914685,0.0003851979,0.001083546,0.0000385602,0.001096691,0.00001826017],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004198541,"about_ca_system_score_gemma":0.03787215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0248844,"about_ca_topic_score_gemma":0.006730845,"domain_scores_codex":[0.9957961,0.001277079,0.0009015237,0.0001636981,0.001039741,0.0008218868],"domain_scores_gemma":[0.9956896,0.001299309,0.001619422,0.0001557779,0.0008411582,0.0003947503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005890886,0.0002670234,0.03216984,0.000003004276,0.0001427176,7.741227e-7,0.3150327,0.00001718483,0.000008610035,0.473618,0.1733648,0.005316393],"study_design_scores_gemma":[0.0003104759,0.00007182957,0.3793797,0.0001155546,0.00003406999,0.00001055959,0.06308492,0.000001168477,0.00003326244,0.05314297,0.5036787,0.0001367565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1197786,0.0861744,0.00005893038,0.3442144,0.00899061,0.00118316,0.000009139559,0.000006395392,0.4395843],"genre_scores_gemma":[0.9707567,0.003044421,0.0003082967,0.002189851,0.002548702,0.00001787201,1.771444e-7,0.00001474728,0.02111922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8509781,"threshold_uncertainty_score":0.9996242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7023649187","doi":"","title":"Panel: Academic Union Responses To Vaccine Mandates In Higher Education Institutions In Canada And The United States","year":2024,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Academic freedom; Collective bargaining; Education economics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07653919375008549,"gpt":0.3918333424619408,"spread":0.3152941487118553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004744993,0.00009020205,0.0001711012,0.0007519979,0.0002030214,0.0000921661,0.0003590493,0.00008878329,0.00002202128],"category_scores_gemma":[0.001633621,0.00005717691,0.00001886065,0.003116237,0.0001115119,0.0003745764,0.00003676362,0.001096714,0.000001059372],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173711,"about_ca_system_score_gemma":0.005867281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4907682,"about_ca_topic_score_gemma":0.3664725,"domain_scores_codex":[0.9972271,0.001667458,0.0004354539,0.0001192779,0.0003429836,0.0002077566],"domain_scores_gemma":[0.9970453,0.002624753,0.0001297654,0.00005562549,0.00008788604,0.00005665591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001150294,0.0001040972,0.1661694,0.00002694639,0.00006299363,0.00003202457,0.5691436,0.008305208,0.00008304892,0.2310452,0.02104989,0.002827252],"study_design_scores_gemma":[0.0009293196,0.00005873803,0.6429146,0.0007662015,0.00003239966,0.00002465092,0.07796638,0.0003859157,0.00004270058,0.07361203,0.2031018,0.0001653263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001174,0.002801726,0.000006879601,0.0940317,0.0005411423,0.0003341294,0.000002430477,0.000005337694,0.002159248],"genre_scores_gemma":[0.9949993,0.001353961,0.00005568357,0.00217101,0.0003028259,0.00003437816,0.000001475094,0.000007274482,0.00107408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4911772,"threshold_uncertainty_score":0.9997686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032882882","doi":"","title":"2021 - Don Holly","year":2021,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Enthusiasm; Subject (documents); Work (physics); Service (business); Higher education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03246513654722502,"gpt":0.2965413709510272,"spread":0.2640762344038022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004012672,0.0001025589,0.0002674199,0.0001064946,0.0001810105,0.0001425803,0.0006181941,0.00008827632,0.001281985],"category_scores_gemma":[0.001183477,0.00006546643,0.00008321067,0.0008033814,0.0001018942,0.000403009,0.00008861575,0.0003859739,0.0000411796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009381554,"about_ca_system_score_gemma":0.0004602639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006089154,"about_ca_topic_score_gemma":0.000003999174,"domain_scores_codex":[0.9979058,0.0006892923,0.0004652481,0.0001621325,0.0005126531,0.0002649118],"domain_scores_gemma":[0.9988968,0.0004325167,0.0003471224,0.000111547,0.0001483011,0.00006365446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001672955,0.00008697139,0.0004217993,0.000005574452,0.00001458156,0.0002455621,0.003785851,0.0004432496,0.9848118,0.006471608,0.002992049,0.0005536615],"study_design_scores_gemma":[0.001912963,0.0004228465,0.03346708,0.0002782549,0.00006508493,0.001704269,0.004282999,0.0001241976,0.8324333,0.08924989,0.03567385,0.0003853055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682232,0.000571305,0.0006673274,0.002168933,0.0007142542,0.00008898234,0.000002188145,0.000005030196,0.02755876],"genre_scores_gemma":[0.9955226,0.00008617402,0.002043146,0.001031778,0.0003704608,0.000004105087,1.666101e-7,0.000006298128,0.000935261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523785,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}