{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":39,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":39,"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":"580cb16c374d","filters":{"venue":"Pepperdine Digital Commons (Pepperdine University)"}},"results":[{"id":"W1593049812","doi":"","title":"Mediation by Judges: A New Phenomenon in the Transformation of Justice","year":2006,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mediation; Phenomenon; Economic Justice; Law; Political science; Transformation (genetics); Lawyer supported mediation; Alternative dispute resolution; Conciliation; Psychology; Criminology; Sociology; Dispute mechanism; Philosophy; Epistemology","authors":[{"name":"Louise Otis","is_ca":false},{"name":"Eric Reiter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0106632688264277,"gpt":0.1870332941317069,"spread":0.1763700253052791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387506,0.0001618113,0.0001640275,0.0004781292,0.0001304593,0.0001990549,0.0003785443,0.00005071494,0.0001036873],"category_scores_gemma":[0.00004041944,0.0001420903,0.00009482208,0.0009177391,0.00006699407,0.002877359,0.00005585731,0.0001199835,0.00007010554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007648418,"about_ca_system_score_gemma":0.00002792272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006126047,"about_ca_topic_score_gemma":0.000376823,"domain_scores_codex":[0.9990028,0.00001385495,0.0002961206,0.000169857,0.0003246133,0.0001927583],"domain_scores_gemma":[0.9994765,0.00007085174,0.0001714896,0.0001519594,0.0001158498,0.00001334599],"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":[0.0000880084,0.0003194769,0.004793099,0.0000582303,0.00001817185,0.000005511301,0.0001939022,0.0002418523,0.0005169096,0.9461731,0.04702296,0.0005687173],"study_design_scores_gemma":[0.00282392,0.00006611143,0.006333836,0.00004175935,0.0001096413,0.000004394728,0.002701042,0.005232333,0.0001786556,0.005936906,0.9761668,0.0004046347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.174923,0.00002782563,0.001145828,0.00704894,0.00009145316,0.0002813355,0.0000390525,0.00006025589,0.8163823],"genre_scores_gemma":[0.9953486,0.000003995463,0.00002161252,0.001554968,0.0002748822,0.000001447105,0.0008002614,0.00001156593,0.001982694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9402363,"threshold_uncertainty_score":0.5794274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1572566884","doi":"","title":"Facillitative Mediation: The Classic Approach Retains Its Appeal","year":2004,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Appeal; Mediation; Law; Political science; Lawyer supported mediation; Alternative dispute resolution; Sociology; Dispute mechanism","authors":[{"name":"Carole Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02994091261352962,"gpt":0.2455083417996968,"spread":0.2155674291861671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003954613,0.0002639749,0.000264117,0.0003968377,0.001563397,0.0003647899,0.0008499894,0.0001277716,0.00008655053],"category_scores_gemma":[0.0003203101,0.0002365582,0.0002333997,0.00180156,0.0005044306,0.001638692,0.0003286907,0.0003075685,0.0002125022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863224,"about_ca_system_score_gemma":0.0002121982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001928568,"about_ca_topic_score_gemma":0.0007437061,"domain_scores_codex":[0.9979752,0.0001712681,0.0002354117,0.0004273856,0.0006393839,0.0005513681],"domain_scores_gemma":[0.9987915,0.0002441896,0.0001571238,0.0003544769,0.0002404505,0.0002122197],"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":[0.0001126994,0.0003666817,0.004150961,0.00002527176,0.0002183443,0.0000373292,0.02580754,0.000534722,0.00006577608,0.9556056,0.004548401,0.008526685],"study_design_scores_gemma":[0.00166465,0.0001299422,0.003314032,0.0000235471,0.00008192181,0.000002997396,0.03650323,0.0002562808,0.00003989512,0.001177006,0.9562953,0.0005112092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08275829,0.0001034826,0.003566408,0.02884824,0.0002346453,0.0008253649,0.00009966577,0.000358995,0.8832049],"genre_scores_gemma":[0.9708863,0.00007395576,0.0000625737,0.000170318,0.0002651244,0.000004943184,0.0001587449,0.00001941668,0.02835863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9544286,"threshold_uncertainty_score":0.9997364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992437048","doi":"","title":"Mediation Outcomes: Lawyers' Experience with Commercial and Construction Mediation in the United Kingdom","year":2005,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mediation; Alternative dispute resolution; Dispute resolution; Dispute mechanism; Compromise; Conciliation; Lawyer supported mediation; Settlement (finance); Civil procedure; Dispute board; Party-directed mediation; Family mediation; Online dispute resolution; Law; Public relations; Political science; Opposition (politics); Order (exchange); Strengths and weaknesses; Business; Psychology; Social psychology","authors":[{"name":"Penny Brooker","is_ca":false},{"name":"Anthony Lavers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01964828496251464,"gpt":0.2216066796833964,"spread":0.2019583947208818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345216,0.0002228604,0.0002204121,0.000883054,0.0004167393,0.0004227393,0.0002912169,0.00007750225,0.00004769428],"category_scores_gemma":[0.00009942342,0.0001774607,0.00006573992,0.001677307,0.000257278,0.002948421,0.0001489565,0.0002216329,0.00004354579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088395,"about_ca_system_score_gemma":0.00002401093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003877982,"about_ca_topic_score_gemma":0.00182937,"domain_scores_codex":[0.998873,0.00002654581,0.0002177572,0.0002780585,0.0003210774,0.0002835878],"domain_scores_gemma":[0.9993107,0.0001344151,0.0001579536,0.0002333945,0.0001315148,0.0000320165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000220593,0.0003591608,0.6316394,0.00002891782,0.00005332401,0.00002641681,0.0006734569,0.0003569527,0.00002352848,0.3521011,0.002060364,0.01245679],"study_design_scores_gemma":[0.002440973,0.00004490699,0.1876294,0.00003283774,0.00005691521,0.00002427427,0.007800704,0.004193664,0.000004084735,0.00009740418,0.7972727,0.0004021857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008386,0.00000684656,0.0008691244,0.01252146,0.0001374005,0.0002828662,0.00001746483,0.0001335073,0.0851927],"genre_scores_gemma":[0.9982874,0.000007993945,0.00006424794,0.0008712262,0.0002970591,0.000005274814,0.0002228823,0.00001537224,0.0002285706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7952123,"threshold_uncertainty_score":0.7236637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1581038582","doi":"","title":"We Don't Need To See Them Cry: Eliminating the Subjective Apprehension Element of the Well-Founded Fear Analysis for Child Refugee Applicants","year":2006,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Migration, Health and Trauma","field":"Psychology","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":"Apprehension; Persecution; Refugee; Element (criminal law); Asylum seeker; Psychology; Social psychology; Immigration; Political science; Criminology; Law; Politics","authors":[{"name":"Bridgette Carr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01597684377006783,"gpt":0.2530696560393295,"spread":0.2370928122692616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003322493,0.0003932585,0.0005815778,0.0005645629,0.0009299453,0.00008800855,0.0008689835,0.0001562574,0.0001663175],"category_scores_gemma":[0.0000703985,0.0002796251,0.0006157628,0.003076843,0.0001881077,0.0002233356,0.0003610311,0.0003431911,0.00005008005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943362,"about_ca_system_score_gemma":0.00006337302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008685917,"about_ca_topic_score_gemma":0.003250457,"domain_scores_codex":[0.9975674,0.0001859358,0.0005298567,0.0006385401,0.0004009835,0.0006773347],"domain_scores_gemma":[0.9976075,0.0005643861,0.0003592422,0.001006685,0.0002888015,0.000173351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005126025,0.003792892,0.5044221,0.0002961989,0.004262306,0.00003466475,0.01715097,0.006815825,0.0008782132,0.3846613,0.05298386,0.01957561],"study_design_scores_gemma":[0.007878254,0.001319183,0.3673182,0.0001843878,0.002173587,0.00005622131,0.05341546,0.002144719,0.001342742,0.001635284,0.5610455,0.001486463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663816,0.00007793484,0.005401824,0.008166539,0.0001964636,0.002030489,0.0005230511,0.0001177098,0.1171043],"genre_scores_gemma":[0.9926255,0.000005581343,0.0001342813,0.0002164131,0.0001542662,0.00003053552,0.0001684466,0.00003995975,0.006625053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5080616,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399619157","doi":"","title":"Legal Design Lawyering: Rebooting Legal Business Model with Design Thinking","year":2015,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Mindset; Design thinking; Vision; Value (mathematics); Legal ethics; Engineering ethics; Sociology; Management science; Political science; Law; Engineering; Computer science; Artificial intelligence","authors":[{"name":"Véronique Fraser","is_ca":true},{"name":"Jean-François Roberge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09707466619086988,"gpt":0.292999320401547,"spread":0.1959246542106771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001145896,0.000351115,0.0003560249,0.0006415368,0.001599541,0.001624633,0.0008816976,0.0001627382,0.00004324035],"category_scores_gemma":[0.001278837,0.0003611924,0.00009499177,0.003148082,0.0004533335,0.00744007,0.0002579083,0.0006328498,0.00007644416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800516,"about_ca_system_score_gemma":0.003304109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002560836,"about_ca_topic_score_gemma":0.0007769551,"domain_scores_codex":[0.9973311,0.0003194049,0.0003192554,0.0005153668,0.0008085646,0.0007062482],"domain_scores_gemma":[0.997016,0.0005289168,0.0002566839,0.0004387925,0.001273399,0.0004861917],"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":[0.0007722609,0.0005798942,0.002009607,0.00002011728,0.0001726822,0.0002465672,0.01225246,0.07665504,0.00008673757,0.8684833,0.03635311,0.002368221],"study_design_scores_gemma":[0.001590999,0.0002414855,0.0001133685,0.0001034581,0.0001221912,0.00007864498,0.02421978,0.01161175,0.00009967513,0.001368626,0.9594524,0.0009976096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0123567,0.00002813177,0.2843229,0.03377265,0.0003224122,0.0006087006,0.00002874279,0.0005953526,0.6679645],"genre_scores_gemma":[0.9446874,0.000007189266,0.01388534,0.0003245725,0.0002500547,0.00000475848,0.00004550642,0.00005059901,0.04074452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9323307,"threshold_uncertainty_score":0.999884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150112287","doi":"","title":"Oil Sands Extraction: Lessons From Alberta Can, and Should, Inform American Policies","year":2013,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","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":"Oil sands; Energy security; Government (linguistics); Water security; Nexus (standard); Sustainability; Politics; Energy policy; Natural resource economics; Business; Political science; Water resources; Law; Renewable energy; Engineering; Economics; Geography; Asphalt; Archaeology","authors":[{"name":"Victoria Pérez López","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01017915395900763,"gpt":0.2092724472634563,"spread":0.1990932933044486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003661203,0.0004016001,0.0003787199,0.00005817636,0.0004038004,0.00020991,0.0004649794,0.0001078284,0.00101611],"category_scores_gemma":[0.00003367263,0.0004034088,0.0001382464,0.0006222642,0.001088886,0.001519217,0.001010426,0.0002920931,0.0002979987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236105,"about_ca_system_score_gemma":0.00001522643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03780415,"about_ca_topic_score_gemma":0.003931497,"domain_scores_codex":[0.9983001,0.00002567137,0.0002447191,0.0005290251,0.0003392709,0.0005611684],"domain_scores_gemma":[0.9987797,0.000165943,0.0001449888,0.0004689515,0.00001224595,0.0004281724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000808895,0.0003195814,0.7951661,0.000009039477,0.0001475541,0.0000443226,0.00100416,0.002791961,0.000734431,0.001514496,0.006110216,0.1920772],"study_design_scores_gemma":[0.001466764,0.0003459359,0.5008388,0.00003249038,0.0001189864,0.00008870321,0.01044461,0.006093352,0.00006393977,0.0001998841,0.4789483,0.001358251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7820823,0.00001471761,0.0002891954,0.005571483,0.00005544487,0.0000818785,0.00007013377,0.00008744131,0.2117474],"genre_scores_gemma":[0.954066,0.0001200948,0.0007130187,0.0004125507,0.00004859167,0.000004193996,0.00009675082,0.00003714836,0.04450169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4728381,"threshold_uncertainty_score":0.9998971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1623411709","doi":"","title":"International Tobacco Litigation’s Evolution as a United States Torts Law Export: To Canada and Beyond?","year":2010,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tobacco control; Reimbursement; Tobacco industry; Convention; Tort; Business; Tort reform; Settlement (finance); Law; Health care; Political science; International trade; Liability; Medicine; Public health; Finance","authors":[{"name":"Richard L. Cupp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005587772075558568,"gpt":0.1792626285414581,"spread":0.1736748564658995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008459952,0.0002470321,0.0001778785,0.0006274754,0.0003448566,0.0006052861,0.000394192,0.00006593575,0.0003142439],"category_scores_gemma":[0.0001131289,0.000269351,0.00007043659,0.0006859187,0.0001186591,0.001955737,0.0003738438,0.0002192116,0.00009718804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115875,"about_ca_system_score_gemma":0.0001063682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1974167,"about_ca_topic_score_gemma":0.3730108,"domain_scores_codex":[0.9986699,0.000006973237,0.0002530386,0.0003650052,0.0004202862,0.0002847702],"domain_scores_gemma":[0.9990444,0.00005160235,0.0001339609,0.000221614,0.0004518307,0.00009662598],"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":[0.00006839283,0.0000894824,0.01380441,0.000008355897,0.00005489228,0.00004159734,0.00005177107,0.00006094102,0.0003490212,0.9700495,0.01505355,0.000368061],"study_design_scores_gemma":[0.0006135644,0.00002774405,0.004218899,0.00001800691,0.00002332279,0.00001702237,0.0007628664,0.001522802,0.00008657198,0.002059351,0.9902948,0.0003551192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5090263,0.000002332348,0.00006754202,0.009267652,0.0005336668,0.000171309,0.00009382485,0.0001030081,0.4807343],"genre_scores_gemma":[0.9789452,0.000001561876,0.00007794196,0.01332338,0.0004375794,0.000003623459,0.001370814,0.00002339204,0.005816484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9752412,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029104236","doi":"","title":"How technology can advance port operations and address supply chain disruptions","year":2022,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Supply chain; Port (circuit theory); Adaptability; Automation; Resilience (materials science); Container (type theory); Emerging technologies; Supply chain management","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01300232357061222,"gpt":0.1817568746990166,"spread":0.1687545511284044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000055937,0.0002449166,0.0002845563,0.0007643239,0.002389638,0.0009266578,0.0005108042,0.00004381618,0.0007813062],"category_scores_gemma":[0.00002562353,0.0002574677,0.0001001684,0.0004846892,0.0004410535,0.003126762,0.0009937882,0.0003116753,0.00001166921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009036999,"about_ca_system_score_gemma":0.00007349633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001285433,"about_ca_topic_score_gemma":0.001308507,"domain_scores_codex":[0.9988606,0.00003088921,0.0002135664,0.0003045494,0.000228247,0.000362128],"domain_scores_gemma":[0.9992125,0.00004945866,0.00009070073,0.0003602897,0.0001457542,0.0001412854],"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":[0.00003755441,0.0001290894,0.002681513,0.0000221793,0.00007018534,0.00004586055,0.005044283,0.0001746445,0.00001766053,0.9832331,0.005462172,0.003081757],"study_design_scores_gemma":[0.0006030102,0.0001998127,0.0001888235,0.00001071315,0.00002621012,0.00006295301,0.06632158,0.0005869045,0.00001547642,0.0003927256,0.9312579,0.0003338733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4421338,0.000404676,0.0002236175,0.09661729,0.0005892753,0.0008134144,0.008146451,0.0008382326,0.4502332],"genre_scores_gemma":[0.9442199,0.00002516419,0.00004861518,0.0003749401,0.0001062806,0.00001541701,0.0008201593,0.00002404683,0.05436547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9828404,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7004994918","doi":"","title":"A preliminary exploration of the workplace expectations of Generation Z amidst Covid-19","year":2023,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Frugality; Work (physics); Circumstantial evidence; Filter (signal processing); Ideal (ethics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0251103336857853,"gpt":0.2588000072748404,"spread":0.2336896735890551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090262,0.0001606212,0.0002036232,0.0003578575,0.0001742977,0.00002805918,0.0004176507,0.00009853386,0.00001363665],"category_scores_gemma":[0.0003614637,0.0001524002,0.0002554367,0.001354854,0.0002145722,0.00007440581,0.0004773104,0.00008241733,0.000007590459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005824831,"about_ca_system_score_gemma":0.0001265456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002845925,"about_ca_topic_score_gemma":0.0001444097,"domain_scores_codex":[0.9989845,0.00008342211,0.000258706,0.0003056063,0.0001961004,0.0001716364],"domain_scores_gemma":[0.9988546,0.00005277669,0.0001983496,0.0006146911,0.0001929246,0.00008668141],"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":[0.0004987128,0.0005528563,0.02562752,0.0001274037,0.0004167827,0.00002646724,0.0011673,0.00845318,0.8119257,0.003240176,0.1436984,0.004265555],"study_design_scores_gemma":[0.002720942,0.001503741,0.004005829,0.0001024673,0.0004141968,0.00004009888,0.01305628,0.0082941,0.7184632,0.0002493294,0.2500775,0.001072352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428699,0.0001515179,0.01743544,0.002404615,0.00005803626,0.0005600045,0.0001736496,0.0001711533,0.03617569],"genre_scores_gemma":[0.9893821,0.00006769604,0.0001386183,0.00003229436,0.00005375652,0.000005332799,0.0007676866,0.00001935589,0.009533147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063791,"threshold_uncertainty_score":0.6214702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1492537368","doi":"","title":"The Negotiator as Professional: Understanding the Competing Interests of a Representative Negotiator","year":2007,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Negotiation; Expansive; Political science; Perspective (graphical); Law and economics; Public relations; Alternative dispute resolution; Law; Dispute resolution; Sociology; Computer science","authors":[{"name":"Trevor C. W. Farrow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05112167438961226,"gpt":0.3572585693835673,"spread":0.3061368949939551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001381295,0.0001813403,0.0002030081,0.0002518691,0.003395023,0.0004755939,0.0008679272,0.00009089192,0.0001441267],"category_scores_gemma":[0.002841844,0.0001316698,0.0001680018,0.00206272,0.001123496,0.001434729,0.0003475873,0.0005954296,0.00003999607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227108,"about_ca_system_score_gemma":0.0006756928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803072,"about_ca_topic_score_gemma":0.004506459,"domain_scores_codex":[0.9979818,0.0003240022,0.0003907103,0.0002677747,0.0005511529,0.000484583],"domain_scores_gemma":[0.9940498,0.004531607,0.0004036135,0.0003992622,0.0004329039,0.0001828404],"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":[0.000244953,0.0002159881,0.01519718,0.000008891652,0.0001336831,0.00001823303,0.02492246,0.0000088126,0.00007229331,0.9353966,0.02253347,0.001247502],"study_design_scores_gemma":[0.0004533421,0.00006707076,0.002622136,0.00005910597,0.0000378417,0.000009063299,0.4384283,0.00002783322,0.00008499827,0.002575675,0.5554274,0.0002072355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1694183,0.00006657634,0.001840774,0.07398324,0.001084635,0.0006249276,0.00004195548,0.0001396057,0.7527999],"genre_scores_gemma":[0.9756938,0.00001843036,0.00004538101,0.000250075,0.0001835106,0.000001530709,0.00001918898,0.00001724134,0.02377089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9328209,"threshold_uncertainty_score":0.9979024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2289171468","doi":"10.15781/t2sj19s3k","title":"BG Group and \"Conditions\" to Arbitral Jurisdiction","year":2016,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"BG Group","keywords":"Arbitration; Treaty; Supreme court; Jurisdiction; Notice; Bilateral investment treaty; Law; Interpretation (philosophy); Political science; Investment (military); Law and economics; Sociology; International investment; Foreign direct investment; Computer science","authors":[{"name":"Alan Scott Rau","is_ca":false},{"name":"Andrea K. Bjorklund","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00993570878455737,"gpt":0.1921475012228944,"spread":0.182211792438337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007785109,0.0002290118,0.0001869971,0.0007602412,0.0003258788,0.0003544163,0.0002636353,0.00006190601,0.0003472345],"category_scores_gemma":[0.00006957139,0.0001953336,0.0001163266,0.0005862034,0.0001346628,0.003678773,0.0003152512,0.00009385387,0.0006563619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004629,"about_ca_system_score_gemma":0.00001514627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006935313,"about_ca_topic_score_gemma":0.0001034741,"domain_scores_codex":[0.998877,0.000008590111,0.0002019324,0.0003725434,0.0002360813,0.0003037749],"domain_scores_gemma":[0.9994327,0.00005808938,0.00009235839,0.0002029499,0.0001448902,0.00006902593],"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":[0.0000840616,0.0001401038,0.01472178,0.00001485014,0.00005149274,0.00002209927,0.00001769681,0.000004124287,0.002342954,0.9614248,0.01955602,0.001620015],"study_design_scores_gemma":[0.001393717,0.00007927838,0.01824022,0.00007863229,0.00004305564,0.00001530333,0.0001440381,0.000210992,0.000126064,0.003627131,0.9756097,0.0004319188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3816856,0.000007776792,0.001352637,0.01103331,0.000256057,0.0002495756,0.00008874374,0.0002762329,0.6050501],"genre_scores_gemma":[0.9856724,0.000004725971,0.0000652558,0.004057542,0.0004367803,0.000003573107,0.0001236601,0.00002355493,0.009612522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9577976,"threshold_uncertainty_score":0.8436422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122822935","doi":"","title":"What the United States Taught the Commonwealth About Pure Economic Loss: Time to Repay the Favor","year":2011,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Canadian Policy and Governance","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":"Commonwealth; Law; Political science; Actuarial science; Economics","authors":[{"name":"Bruce Feldthusen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0187248068170037,"gpt":0.2281613888813769,"spread":0.2094365820643732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006442279,0.0003438744,0.0003322531,0.0002747598,0.002792131,0.0008701337,0.002541255,0.0001235018,0.0005613818],"category_scores_gemma":[0.0002012023,0.000218674,0.0002868118,0.001497291,0.001452958,0.001457804,0.0005914007,0.000484081,0.001030325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005610899,"about_ca_system_score_gemma":0.0004231375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0469513,"about_ca_topic_score_gemma":0.09191894,"domain_scores_codex":[0.9976576,0.0003293361,0.0003107466,0.0004444002,0.0003623078,0.0008956282],"domain_scores_gemma":[0.9973429,0.0007766001,0.0002289714,0.001068947,0.0001401024,0.0004424073],"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":[0.000258672,0.0001538084,0.003382713,0.00001140188,0.0002762952,0.0001011565,0.04600481,0.0003126731,0.000004509925,0.2465524,0.6956323,0.007309237],"study_design_scores_gemma":[0.0003242349,0.00009066892,0.002178735,0.00004574908,0.00004906903,0.00001480036,0.01274378,0.0000927901,0.00001554951,0.0008810044,0.9832361,0.0003275547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3967738,0.0002966266,0.00004457834,0.3246337,0.00054101,0.001390064,0.001836553,0.0002439662,0.2742397],"genre_scores_gemma":[0.8749942,0.0004012735,0.000006425416,0.006672439,0.000348431,0.000007581313,0.00009066893,0.00003958115,0.1174394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4782204,"threshold_uncertainty_score":0.9997475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1501341881","doi":"","title":"Distracted from Distraction by Distraction: Reimagining Estate Tax Reform","year":2013,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Taxation and Legal Issues","field":"Business, Management and Accounting","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":"Tax reform; Ad valorem tax; Tax avoidance; Indirect tax; Double taxation; Law and economics; Direct tax; Economics; State income tax; Economic policy; Business; Public economics; Market economy","authors":[{"name":"Edward J. McCaffery","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008421784642368785,"gpt":0.1812559006902512,"spread":0.1728341160478824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007479433,0.0004426197,0.000387246,0.000417015,0.0005357692,0.001663732,0.0005106295,0.0001384877,0.001404119],"category_scores_gemma":[0.0001185946,0.0004080048,0.0002201586,0.0009863814,0.0001759819,0.01097337,0.0003121789,0.0005355132,0.001897651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916973,"about_ca_system_score_gemma":0.00002871487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02269426,"about_ca_topic_score_gemma":0.0006591646,"domain_scores_codex":[0.9980708,0.0000155515,0.0004074008,0.0005965546,0.0003903691,0.0005193088],"domain_scores_gemma":[0.998575,0.00008614097,0.0004611603,0.0004755086,0.0003034683,0.00009871254],"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":[0.0008389736,0.003069044,0.1884224,0.0002877225,0.0008658351,0.0005016525,0.0004500216,0.0001527589,0.01828197,0.05723803,0.5302472,0.1996444],"study_design_scores_gemma":[0.0009266462,0.00002674215,0.03769702,0.000048482,0.0000797746,0.000007521756,0.002298658,0.001114881,0.0001379383,0.0002545401,0.9567782,0.0006295932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.454553,0.00002191114,0.0007355099,0.007284454,0.0004570084,0.0003481468,0.0004079816,0.0006785557,0.5355135],"genre_scores_gemma":[0.975432,0.00001370758,0.00006133917,0.0002181787,0.0006180562,0.000005260787,0.003443174,0.00005315569,0.02015512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.520879,"threshold_uncertainty_score":0.9998372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043013956","doi":"","title":"Shifting into “Neutral”: Evaluating Mediation as a Peaceful Alternative to the Forceful Resolution of the 2022 Canada–Freedom Convoy Dispute","year":2023,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","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":"Mediation; Government (linguistics); Argument (complex analysis); Alternative dispute resolution; Party-directed mediation; Dispute resolution; Dispute mechanism; Public policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01671276538663173,"gpt":0.2288990239901515,"spread":0.2121862586035198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004391859,0.0002875989,0.0002911123,0.0005498386,0.001132079,0.0002921731,0.001007538,0.00006785143,0.00007195619],"category_scores_gemma":[0.000846931,0.0002261467,0.000241136,0.003663031,0.0001590436,0.001304782,0.001289694,0.0003135204,0.0001367252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941076,"about_ca_system_score_gemma":0.0002574564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06376109,"about_ca_topic_score_gemma":0.2006588,"domain_scores_codex":[0.9979101,0.00006117978,0.0003799693,0.0004216502,0.0007224338,0.0005046076],"domain_scores_gemma":[0.9983434,0.0002620354,0.0003646009,0.0005453937,0.0004211145,0.00006345195],"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":[0.0005432003,0.000370247,0.03637993,0.0002675907,0.0006398479,0.00008106987,0.00187721,0.07912044,0.002017227,0.6253687,0.2264786,0.02685588],"study_design_scores_gemma":[0.001357211,0.00007915295,0.02442181,0.000164264,0.0001766601,0.000008166606,0.008991987,0.0827424,0.0001273367,0.0007930867,0.8805588,0.0005790628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8001059,0.00003549736,0.0006786048,0.03988976,0.001214339,0.0009248223,0.0001516193,0.0002541767,0.1567452],"genre_scores_gemma":[0.9923555,0.000007265856,0.0000156127,0.0005539418,0.0004937069,0.00001015623,0.0001807221,0.00003434952,0.006348727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6540802,"threshold_uncertainty_score":0.9424734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W54729618","doi":"","title":"Religious affiliation and hiring practice: a case study of Concordia University Irvine","year":2009,"lang":"en","type":"book-chapter","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Concordia University","keywords":"Psychology; Social psychology","authors":[{"name":"Marc Fawaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01852721784302369,"gpt":0.257840653316731,"spread":0.2393134354737073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002246065,0.0004153518,0.0006805454,0.0006631651,0.0008582799,0.0001043113,0.0004055919,0.0002899385,0.00004828885],"category_scores_gemma":[0.0002646799,0.0005235402,0.0002082827,0.0003454889,0.001204678,0.0009515904,0.0003857809,0.0004804884,0.00001191484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005496427,"about_ca_system_score_gemma":0.001014035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006627117,"about_ca_topic_score_gemma":0.005816345,"domain_scores_codex":[0.9980643,0.0001343043,0.0003382066,0.0005427135,0.0005167702,0.0004036816],"domain_scores_gemma":[0.9973723,0.0007333352,0.0005052027,0.0004159476,0.0005995783,0.000373606],"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":[0.0002334412,0.0003709082,0.001205724,0.00002653956,0.0003303281,0.008991234,0.00255549,0.00003669504,0.000001487005,0.9771507,0.002430405,0.006667019],"study_design_scores_gemma":[0.001122314,0.0006293628,0.00004492521,0.00007631537,0.0004800161,0.0004703014,0.03203726,0.000009735752,3.175039e-7,0.0001956007,0.9644054,0.0005284224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05008257,0.0001663961,0.0000489553,0.001480585,0.0001094343,0.0006007671,0.0004293022,0.0001436116,0.9469384],"genre_scores_gemma":[0.7582018,0.0001983784,0.00005333639,0.00004694565,0.0001162402,1.372352e-7,0.00005692777,0.00002200322,0.2413042],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9769551,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1583961686","doi":"","title":"Bartnicki v. Vopper: Another Media Victory or Ominous Warning of a Potential Change in Supreme Court First Amendment Jurisprudence?","year":2003,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Law, Rights, and Freedoms","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":"Supreme court; Law; Jurisprudence; Victory; Political science; First amendment; Politics","authors":[{"name":"Jennifer Nichole Hunt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03058031364883588,"gpt":0.2431611095231001,"spread":0.2125807958742642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004876515,0.0003992334,0.0006723003,0.0007707797,0.0006472595,0.0001424237,0.0008548243,0.0002603096,0.0008979712],"category_scores_gemma":[0.0002882514,0.0003821441,0.0003041406,0.001373969,0.003872208,0.001451194,0.0002509004,0.0003372038,0.00005967072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000516938,"about_ca_system_score_gemma":0.0003502004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008390725,"about_ca_topic_score_gemma":0.009993427,"domain_scores_codex":[0.9969832,0.0002457385,0.000475409,0.0005952664,0.0007623178,0.000938123],"domain_scores_gemma":[0.9984026,0.0003478329,0.0002288599,0.0004750168,0.0002054663,0.0003402168],"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":[0.001340731,0.003336603,0.3033109,0.0001676637,0.0004609233,0.001975557,0.08916981,0.0002081187,0.0006749249,0.5850197,0.008069735,0.006265333],"study_design_scores_gemma":[0.005322675,0.0005736865,0.004596764,0.0002800911,0.0001497117,0.00004179341,0.01803803,0.0002010051,0.0003684464,0.0005510954,0.9685102,0.001366471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7383132,0.0007540527,0.003652478,0.00536217,0.001513076,0.001841499,0.0003969882,0.00045593,0.2477106],"genre_scores_gemma":[0.9923329,0.0002866518,0.0001030271,0.00008719963,0.0002377459,0.00000678464,0.00003927589,0.00004412645,0.006862287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9604405,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056361431","doi":"","title":"The Effect of Child Care Programs on Women in the United States","year":2024,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Laser Design and Applications","field":"Engineering","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":"Workforce; Child care; Welfare; Empowerment; Government (linguistics); Order (exchange); Affect (linguistics); Medical care; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004966799209195136,"gpt":0.1841410023846375,"spread":0.1791742031754424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000166515,0.0002272326,0.0002033856,0.0003702785,0.0002010523,0.0002308007,0.0005740348,0.00005606772,0.000005350304],"category_scores_gemma":[0.00002324751,0.0001419386,0.0001280484,0.001909402,0.0001406126,0.0002023491,0.0000860057,0.0003392762,0.00003220935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949801,"about_ca_system_score_gemma":0.00001421592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003307743,"about_ca_topic_score_gemma":0.00004110037,"domain_scores_codex":[0.9989828,0.00006663582,0.0001661693,0.0001960285,0.0001892669,0.0003991156],"domain_scores_gemma":[0.9988866,0.000572519,0.00001881277,0.0004099647,0.00003215048,0.0000799444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001958033,0.001322682,0.04916766,0.003925296,0.002986897,0.001309084,0.05675758,0.1270726,0.0007594301,0.2301564,0.1395065,0.3850778],"study_design_scores_gemma":[0.0007664791,0.0007607279,0.0006492109,0.0002213382,0.00004326684,0.00001645051,0.006532377,0.009024806,0.0004874453,0.000101449,0.9810753,0.0003211171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011536,0.0003582946,0.00008554279,0.001829637,0.0000968243,0.0006872812,0.0002198186,0.0004258539,0.0951431],"genre_scores_gemma":[0.9986532,0.00006773522,0.000002188766,0.00002140371,0.00003353596,0.00002277128,0.0003306265,0.00003105144,0.000837485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8415688,"threshold_uncertainty_score":0.578809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000001768","doi":"","title":"The Economic Crisis Index Quarterly Update Q4 2022","year":2022,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Regional resilience and development","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":"Index (typography); Chart; Point (geometry); Tripping; Quarter (Canadian coin); Economic indicator","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01110085013225073,"gpt":0.1804851900486274,"spread":0.1693843399163767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003711689,0.0002952075,0.0004262721,0.0006275336,0.001609834,0.0003525942,0.001282059,0.00005947901,0.0007054828],"category_scores_gemma":[0.00002956749,0.0003190903,0.000331165,0.0007406022,0.0001705091,0.0008618804,0.0007302626,0.0003993366,0.001066594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009880464,"about_ca_system_score_gemma":0.0001514269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002318112,"about_ca_topic_score_gemma":0.0001135746,"domain_scores_codex":[0.9980156,0.00003858317,0.0005288842,0.0006568515,0.000144172,0.0006158951],"domain_scores_gemma":[0.9986302,0.0001537858,0.000303166,0.0006719679,0.00003692021,0.0002039266],"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":[0.0003231667,0.0002108806,0.05653078,0.000009300337,0.000287294,0.000131181,0.0006377842,0.001747717,0.000005876967,0.7529593,0.1799097,0.00724708],"study_design_scores_gemma":[0.0007674504,0.0002262817,0.004785653,0.000002735352,0.0000072489,0.00003742472,0.003954309,0.00122532,0.000004187493,0.00703241,0.9814959,0.0004611264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5635355,0.001368441,0.001323515,0.02561957,0.001364548,0.0006404498,0.001863512,0.000245731,0.4040388],"genre_scores_gemma":[0.9797353,0.0001306437,0.00002026219,0.0003364222,0.00007228657,0.0000135001,0.0001242956,0.00003439289,0.01953296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8015862,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005450432","doi":"","title":"Rancho Mirage (Postcard History Series)","year":2024,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Natural product bioactivities and synthesis","field":"Biochemistry, Genetics and Molecular Biology","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":"Population; Quarter (Canadian coin); George (robot); Highway system; Prehistory","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007778250697145671,"gpt":0.1806264191422154,"spread":0.1728481684450698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001082685,0.0003648249,0.0003078183,0.0003099755,0.0001575183,0.0001413126,0.0004613587,0.0002019317,0.0001599391],"category_scores_gemma":[0.00009161052,0.0003681186,0.0004062516,0.0003613742,0.0002625621,0.0001169539,0.0004362729,0.0002781814,0.0001028796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220837,"about_ca_system_score_gemma":0.0001896821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003466721,"about_ca_topic_score_gemma":0.00004220936,"domain_scores_codex":[0.998368,0.00005585792,0.0001991078,0.0007163804,0.0002061759,0.0004544423],"domain_scores_gemma":[0.9990335,0.00004334231,0.00004727837,0.0005951,0.00009289995,0.0001879507],"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":[0.001834192,0.0003852749,0.00221712,0.0003987298,0.001460315,0.0011565,0.0004218263,0.00008794419,0.3343966,0.02493267,0.5772803,0.05542854],"study_design_scores_gemma":[0.0003435384,0.0002755751,0.0001438383,0.00004320445,0.00005580174,0.0001296422,0.0002842491,0.00005416192,0.01002016,0.00002764034,0.9881343,0.0004878418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.561749,0.009435565,0.0005818189,0.004800237,0.001706291,0.0004738507,0.0006602854,0.0004428161,0.4201502],"genre_scores_gemma":[0.8876845,0.0002155473,0.00008081067,0.0001088839,0.0004198597,0.000001784222,0.0003108185,0.00005460898,0.1111231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.410854,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7015472716","doi":"","title":"Social capital and leadership competencies of recent Kenyan immigrant leaders in the United States and Canada: relational, structural, and cognitive perception","year":2023,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Education Methods and Technologies","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":"Kenya; Social capital; Immigration; Promotion (chess); Perception; Qualitative research; Capital (architecture)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1199092141072693,"gpt":0.3041038632572582,"spread":0.1841946491499888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002917323,0.0001341239,0.0001934461,0.0004540432,0.0006608136,0.00007727267,0.00015383,0.00008212231,0.00001252077],"category_scores_gemma":[0.0003739022,0.0001198071,0.00002818779,0.001104933,0.001498219,0.0003583656,0.0001105369,0.0002010523,4.946098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009776294,"about_ca_system_score_gemma":0.0001636234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1548605,"about_ca_topic_score_gemma":0.3506925,"domain_scores_codex":[0.9989306,0.0001916618,0.0001523644,0.0002139281,0.000247272,0.0002642053],"domain_scores_gemma":[0.9988615,0.00078808,0.00007979692,0.00007060305,0.0001402994,0.00005970584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001644288,0.00008898483,0.5841811,0.000115247,0.0001486101,0.00004727661,0.2452738,0.00002892546,0.0001986143,0.1457304,0.003201369,0.02082122],"study_design_scores_gemma":[0.0003459434,0.00004732596,0.2636316,0.00002260769,0.00002339572,0.000003935261,0.7240677,0.0000661651,0.000005011936,0.0005485013,0.01110312,0.0001346934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683155,0.000110084,0.00000754657,0.02946096,0.00003146571,0.0001965204,0.0001220538,0.00005446577,0.00170142],"genre_scores_gemma":[0.9987,0.0005710837,0.00004715062,0.00008618103,0.00002145716,0.000001341148,0.0001746707,0.000006794982,0.0003913174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4787939,"threshold_uncertainty_score":0.8507673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7070360898","doi":"","title":"The Past, the Future, or an Imitation: Jenny de Mayer and Home","year":2024,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Cultural History and Identity Formation","field":"Arts and Humanities","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":"Ideal (ethics); Terminology; Subject (documents); Premise","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01905845942323173,"gpt":0.1993089540880394,"spread":0.1802504946648077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000148406,0.000182498,0.0001299085,0.0001595667,0.001895467,0.001769148,0.0003489028,0.00004332441,0.0001893301],"category_scores_gemma":[0.00001678925,0.0001034446,0.0001211395,0.0002018843,0.0004560675,0.002745046,0.0001508383,0.0002300098,0.00009335049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289978,"about_ca_system_score_gemma":0.00005532214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000527752,"about_ca_topic_score_gemma":0.002456834,"domain_scores_codex":[0.9991572,0.00005844474,0.0001560593,0.0002035038,0.0001655985,0.0002592184],"domain_scores_gemma":[0.9993366,0.000175855,0.00004359807,0.0002388093,0.0001019734,0.0001031386],"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":[0.0001602569,0.00005588806,0.0002967058,0.00005232916,0.0001113102,0.00005640591,0.01655192,0.000006746046,0.00001369603,0.8722224,0.08776289,0.02270945],"study_design_scores_gemma":[0.0002053984,0.0001396055,0.0006719811,0.00002323589,0.00005542376,0.0000563734,0.02357577,0.0003148978,0.000001842575,0.00097072,0.9737961,0.0001886677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5948916,0.001940858,0.00008688642,0.02090044,0.00179995,0.0004352889,0.0003279629,0.0004997023,0.3791173],"genre_scores_gemma":[0.8910802,0.0001305854,0.000006557564,0.0001227557,0.001063579,0.000002232504,0.0000826936,0.00001631545,0.1074951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8860332,"threshold_uncertainty_score":0.999404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6999986317","doi":"","title":"Eldercaring Coordination: The New Dispute Resolution Process to Address the Age-Old Problem of Old-Age","year":2024,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Elder Abuse and Neglect","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":"Dispute resolution; Scope (computer science); Statutory law; Statute; Process (computing); Legal guardian; Dispute mechanism; Action (physics); State (computer science); Online dispute resolution","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02153157885158153,"gpt":0.2688680590327642,"spread":0.2473364801811826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004393924,0.0002695151,0.00031684,0.0004027242,0.001131682,0.0006091929,0.001249279,0.0001236026,0.00005332947],"category_scores_gemma":[0.0001911831,0.0001983783,0.0002614746,0.00302686,0.0004441988,0.001098584,0.000444973,0.0004060878,0.00004303966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178039,"about_ca_system_score_gemma":0.0002935776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527904,"about_ca_topic_score_gemma":0.005801906,"domain_scores_codex":[0.9978725,0.000171249,0.0002985402,0.0004766346,0.0006185922,0.0005625196],"domain_scores_gemma":[0.9984666,0.0005658495,0.00008784438,0.0004765539,0.0001934623,0.000209658],"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":[0.000458977,0.0004721176,0.00741607,0.0003672374,0.0007732523,0.0006907985,0.09178004,0.002326116,0.001339218,0.6233479,0.211135,0.0598932],"study_design_scores_gemma":[0.0005655584,0.0002925598,0.001066914,0.0008745375,0.0001838329,0.0000172662,0.01030019,0.0003601345,0.0003504547,0.002267499,0.983193,0.000528032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3064667,0.001424221,0.002711052,0.1021622,0.0006397407,0.002494553,0.0001688212,0.0008899475,0.5830428],"genre_scores_gemma":[0.9419889,0.00009440466,0.00006555957,0.0001804312,0.0002789022,0.000006500362,0.00003149561,0.00003024196,0.05732349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.772058,"threshold_uncertainty_score":0.8704097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033337313","doi":"","title":"Preventing a Return Engagement: Eliminating the Mortgage Purchasers' Status as a Holder-in-Due-Course: Properly Aligning Incentives Among the Parties","year":2012,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Phytochemical compounds biological activities","field":"Biochemistry, Genetics and Molecular Biology","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":"Demise; Real estate; Gloom; Speculation; Quarter (Canadian coin); Bust; Incentive; Great Depression; Bailout; Financial services","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01759675755916754,"gpt":0.2364542821352047,"spread":0.2188575245760371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005862833,0.0004033552,0.0003299346,0.0001138154,0.0006968817,0.0002205755,0.0008065063,0.0001506913,0.00002046623],"category_scores_gemma":[0.0005682986,0.0002741803,0.0002589945,0.0005242143,0.0007035186,0.0001846148,0.001381497,0.0005963444,0.000009368527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007759171,"about_ca_system_score_gemma":0.00007052689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007968817,"about_ca_topic_score_gemma":0.00008424874,"domain_scores_codex":[0.9975001,0.0003720775,0.0003203054,0.0004912629,0.0002931602,0.001023153],"domain_scores_gemma":[0.9986473,0.0002757638,0.0002160626,0.0005693732,0.000100746,0.0001907986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006297856,0.001408585,0.8132858,0.0001026706,0.0006472307,0.00008995044,0.004630289,0.0001057368,0.1667837,0.00195203,0.001916103,0.00844815],"study_design_scores_gemma":[0.005739675,0.002332783,0.2933717,0.0007233447,0.00054606,0.0002192785,0.08947451,0.001048098,0.3028103,0.0007363003,0.2992271,0.00377091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678223,0.0006923631,0.00009115198,0.0008478527,0.00008931289,0.0005946899,0.00007146298,0.00006279151,0.02972809],"genre_scores_gemma":[0.9966929,0.00004423254,0.00004255502,0.000118004,0.000222841,0.00002309199,0.0001592924,0.00003567141,0.002661391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199142,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W135727461","doi":"","title":"Founding Legal Education in America","year":2013,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Legal Education and Practice Innovations","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":"Law; Legal education; Political science; Legal ethics","authors":[{"name":"Paul D. Carrington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01523900810038385,"gpt":0.2914544623152985,"spread":0.2762154542149147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001772459,0.000175572,0.0002033899,0.0008998527,0.0006533832,0.0008461498,0.0004743024,0.00009747686,0.001080654],"category_scores_gemma":[0.0007280025,0.0002084489,0.00009687361,0.002665981,0.0002870491,0.006193529,0.0001250896,0.0004365075,0.000761784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005350316,"about_ca_system_score_gemma":0.001691572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688313,"about_ca_topic_score_gemma":0.002413075,"domain_scores_codex":[0.9985493,0.0001425491,0.0002523382,0.0003097175,0.0002944935,0.0004515671],"domain_scores_gemma":[0.9986891,0.000307692,0.0001375477,0.0002821291,0.000348393,0.0002351444],"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":[0.00003764166,0.001145434,0.06022291,0.00001500078,0.00004575818,0.00001602448,0.005109464,0.00003627083,0.000130133,0.6889942,0.1482845,0.09596263],"study_design_scores_gemma":[0.0002708175,0.00003207536,0.006379613,0.00002374957,0.000009930113,0.000004496453,0.02548461,0.00004759624,0.000004677823,0.0005644446,0.9669227,0.0002553102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1533232,0.00002438018,0.0002263513,0.05191859,0.000581923,0.0003694417,0.00001273518,0.0001414229,0.793402],"genre_scores_gemma":[0.9121957,0.00002492268,0.0002934289,0.0005595527,0.0002578668,0.000007216363,0.00007670427,0.00001632791,0.0865683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8186381,"threshold_uncertainty_score":0.9998325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992059532","doi":"","title":"Managing the Impact of New Media on the Employment Relationship","year":2011,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Organizational and Employee Performance","field":"Computer 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":"Business; Economics","authors":[{"name":"Susan A. O'Sullivan-Gavin","is_ca":false},{"name":"John H. Shannon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05437244357056622,"gpt":0.2198185508735319,"spread":0.1654461073029657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155472,0.0002228662,0.0001878493,0.0002842646,0.0004107145,0.0001189707,0.001747659,0.00004660491,0.00008068897],"category_scores_gemma":[0.0001343231,0.0001333248,0.0002135526,0.001585383,0.0001585243,0.001004184,0.0006653469,0.0002395177,0.0001243823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116048,"about_ca_system_score_gemma":0.0001533573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002212915,"about_ca_topic_score_gemma":0.00002381039,"domain_scores_codex":[0.9988269,0.00005445474,0.0002152739,0.000280818,0.0003154638,0.0003070588],"domain_scores_gemma":[0.998387,0.0004350582,0.0001294746,0.0007879739,0.0001191076,0.0001413423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000116301,0.000333967,0.2427732,0.000007935641,0.000202243,0.00003110364,0.005153378,0.0009901564,0.00003686824,0.7172691,0.02628377,0.006801974],"study_design_scores_gemma":[0.001671675,0.001095401,0.9387262,0.0001504244,0.00007952213,0.00008659247,0.001235922,0.008249818,0.001166812,0.02865359,0.01787295,0.001011101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7614541,0.00006231108,0.02226504,0.01301724,0.0002421027,0.0004150863,0.00006155641,0.00029147,0.2021911],"genre_scores_gemma":[0.9959515,0.00001026419,0.0002229267,0.00008997565,0.00005999262,6.680699e-7,0.00001292548,0.00001518243,0.003636559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.695953,"threshold_uncertainty_score":0.5436829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1482423483","doi":"","title":"Work-Family Legislation in the United States, Canada, and Western Europe: A Quantitative Comparison","year":2007,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Government of Canada; Australian Government","keywords":"Legislation; Law; Political science","authors":[{"name":"Richard N. Block","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02870125009852946,"gpt":0.269166305253827,"spread":0.2404650551552975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005583618,0.000192792,0.0002322646,0.0004570124,0.0006428082,0.0002470902,0.0004663358,0.00006362651,0.000009889911],"category_scores_gemma":[0.0001469803,0.0001697247,0.00004175094,0.002979256,0.0003186138,0.0006224589,0.0001609523,0.0002856299,0.000002599194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478325,"about_ca_system_score_gemma":0.0002329223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5309364,"about_ca_topic_score_gemma":0.9373279,"domain_scores_codex":[0.9983094,0.0002069305,0.0002611654,0.0002738702,0.00044679,0.0005018945],"domain_scores_gemma":[0.998684,0.0006064977,0.0001162885,0.000220008,0.0002026993,0.0001705183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002516402,0.0004156593,0.7019003,0.000006061584,0.00008021256,0.0002856452,0.0199732,0.0005163719,0.00001720099,0.2607177,0.01118816,0.004647841],"study_design_scores_gemma":[0.0005267647,0.00007463343,0.2940635,0.00002491203,0.00001647283,0.000001023008,0.02812912,0.00008843878,0.000001241734,0.00003502287,0.6768414,0.0001974805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202999,0.00007989446,0.0004721105,0.004356289,0.000101119,0.0002894458,0.0001118666,0.00005021201,0.07423919],"genre_scores_gemma":[0.9949984,0.00005697602,0.0000315687,0.0006563337,0.00003968258,5.872951e-7,0.0002093714,0.00001403075,0.003993062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6656532,"threshold_uncertainty_score":0.6921172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502640439","doi":"","title":"The Impact of U.S. Tort Law in Canada","year":2011,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Legal principles and applications","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":"Law; Tort; Political science; Liability","authors":[{"name":"Lewis N. Klar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02515195250760102,"gpt":0.2416356845456835,"spread":0.2164837320380825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001580379,0.0001375742,0.0002008306,0.00009556951,0.0005604394,0.00005648463,0.0007499712,0.00004667409,0.00008473888],"category_scores_gemma":[0.00006521014,0.0001121984,0.0001596052,0.000814044,0.0004014357,0.000481939,0.0002235565,0.0001657035,0.00001016722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000853662,"about_ca_system_score_gemma":0.001353345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9697854,"about_ca_topic_score_gemma":0.9829834,"domain_scores_codex":[0.9988914,0.00005846882,0.0002106777,0.0001891802,0.0002394914,0.0004107461],"domain_scores_gemma":[0.9990749,0.0001861632,0.00009941436,0.0003382328,0.0001197481,0.0001815726],"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":[0.0000755716,0.0001516789,0.1775504,0.000003404228,0.00006197768,0.00003206661,0.001551417,0.00004493757,0.00002093247,0.8153062,0.002805422,0.002396044],"study_design_scores_gemma":[0.0009750636,0.000159724,0.1542255,0.00003631079,0.00003026863,0.000005212001,0.01752703,0.0001301303,0.0001115964,0.001921212,0.8243161,0.0005618071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3939424,0.00002610305,0.0000110246,0.0005592654,0.0000381194,0.0001564501,0.0001062672,0.00002219686,0.6051382],"genre_scores_gemma":[0.9965644,0.00002882804,0.00001453689,0.00001763975,0.00003039189,0.000001417559,0.00001097112,0.000009889184,0.003321954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8215107,"threshold_uncertainty_score":0.4575317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203169200","doi":"","title":"A Fresh Approach To What It Means To Be a Religious Refugee","year":2021,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Jewish Identity and Society","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":"Refugee; Law; Political science; Refugee law; Criminology; Sociology","authors":[{"name":"Brienna Bagaric","is_ca":false},{"name":"Jennifer Svilar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02750618525137101,"gpt":0.2542588376220344,"spread":0.2267526523706634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004362401,0.0003785421,0.0005649549,0.0004791036,0.001278481,0.001699042,0.001207956,0.0002709555,0.0001178129],"category_scores_gemma":[0.0008452856,0.0004719749,0.0005176058,0.003761705,0.0003160003,0.002585729,0.001162379,0.0004301983,0.0003328942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812817,"about_ca_system_score_gemma":0.0005085778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008017079,"about_ca_topic_score_gemma":0.005110165,"domain_scores_codex":[0.996555,0.0002363033,0.000339058,0.0009253084,0.000909748,0.001034566],"domain_scores_gemma":[0.997237,0.0002285772,0.00008569792,0.0007981283,0.000575597,0.001075006],"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":[0.00008756568,0.001696123,0.006208601,0.00007483734,0.0004713875,0.0008596417,0.05295471,0.0004766049,0.0003511248,0.3481851,0.5828434,0.005790885],"study_design_scores_gemma":[0.0005645974,0.00009561263,0.0002858627,0.00007773141,0.00005887186,0.00002255548,0.1035161,0.00002491651,0.00006287123,0.000234041,0.8944799,0.0005769748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1978034,0.0002156835,0.001657338,0.06208877,0.0004688818,0.0006118504,0.0002300714,0.0004022197,0.7365218],"genre_scores_gemma":[0.9546475,0.0003227704,0.001206265,0.004163054,0.0003115705,0.000007075896,0.0001619706,0.00005222998,0.03912751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7568442,"threshold_uncertainty_score":0.9997732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1566862423","doi":"","title":"The Stone-Campbell Movement in Canada","year":2009,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Canadian Identity and History","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":"Movement (music); Geography; Art","authors":[{"name":"Claude Cox","is_ca":false},{"name":"Stan Litke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006771955950893852,"gpt":0.1794737280591475,"spread":0.1727017721082537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002066166,0.0001597778,0.0002137391,0.000842593,0.001889759,0.0005261599,0.0007649661,0.00006108332,0.0001224585],"category_scores_gemma":[0.0001302523,0.0001851547,0.0001145309,0.001277504,0.0003917431,0.0006321184,0.0001063004,0.0002706162,0.00004425916],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005684662,"about_ca_system_score_gemma":0.004070899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858315,"about_ca_topic_score_gemma":0.9998303,"domain_scores_codex":[0.9983216,0.00009070225,0.0002116604,0.0002789372,0.0004564664,0.0006406289],"domain_scores_gemma":[0.9990008,0.0001738983,0.00008094085,0.0003320118,0.00008772758,0.0003246023],"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":[0.0002032508,0.0003228053,0.02784875,0.00001170123,0.00008714326,0.0008753096,0.004597133,0.0002572947,0.00004749907,0.5822203,0.2957031,0.08782575],"study_design_scores_gemma":[0.0004075864,0.00003866756,0.01061423,0.00001472733,0.000009345335,0.000001416066,0.007182974,0.00002332245,0.000002423556,0.0003851868,0.981082,0.0002381798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1519987,0.0002282985,0.0000133161,0.02039253,0.0003387998,0.0003080883,0.0001058388,0.00006581767,0.8265486],"genre_scores_gemma":[0.9342745,0.0002010529,0.000005169911,0.0004499648,0.00008188636,7.546527e-7,0.00001575589,0.000009126425,0.06496178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7822759,"threshold_uncertainty_score":0.9994096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125151432","doi":"","title":"Keeping Secrets: The Case for a North American Trade Secret Agreement","year":2016,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Trade Secret Protection Methods","field":"Health Professions","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":"Trade secret; Statutory law; Legislation; Free trade agreement; International trade; Political science; Law; Business; Intellectual property; Free trade","authors":[{"name":"Jonathan Heath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05664794004186248,"gpt":0.3393175328849237,"spread":0.2826695928430613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000717797,0.0005375404,0.0007016814,0.0005742446,0.002526798,0.00007560512,0.000873843,0.0001620944,0.00019389],"category_scores_gemma":[0.0008813213,0.0003710376,0.0004702326,0.001675891,0.0006346288,0.0009037018,0.0006183764,0.0007719754,0.0001175165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007589444,"about_ca_system_score_gemma":0.0002807444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002995776,"about_ca_topic_score_gemma":0.003271217,"domain_scores_codex":[0.9960491,0.0008060173,0.0006974122,0.0008145222,0.0003399196,0.001293045],"domain_scores_gemma":[0.9943298,0.003355119,0.0005239463,0.001073039,0.0002214827,0.000496683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00480075,0.001079296,0.2836576,0.0009361521,0.002289971,0.00369825,0.01101714,0.0001236735,0.004022223,0.07950934,0.07548658,0.5333791],"study_design_scores_gemma":[0.00493816,0.000864044,0.0159206,0.0002315691,0.0002050752,0.0004206613,0.01431508,0.0003351897,0.0001207907,0.000262047,0.9614171,0.0009696251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7735713,0.00006520237,0.1135246,0.05130517,0.0008629856,0.00479982,0.003267718,0.000937416,0.05166575],"genre_scores_gemma":[0.9892667,0.00002809308,0.001398107,0.0008762719,0.0004965285,0.00008083756,0.0001025109,0.0000946666,0.007656273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8859306,"threshold_uncertainty_score":0.9998742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791156046","doi":"","title":"“Notre avenir, c’est nous qui le choisissons! #PolQC”: Twitter, political discourse, and the modern Québécois nationalist identity","year":2018,"lang":"fr","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Canadian Identity and History","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":"Nationalism; Humanities; Politics; Identity (music); Political science; Sociology; Philosophy; Law; Aesthetics","authors":[{"name":"Pu Kun Huang","is_ca":false},{"name":"Kelle L. Marshall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01412097156680625,"gpt":0.239338760976585,"spread":0.2252177894097787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.000454246,0.0004620079,0.0006468187,0.001349618,0.004311427,0.001922526,0.001200815,0.0003166319,0.0004147797],"category_scores_gemma":[0.0005012822,0.0005350477,0.0005014121,0.00183978,0.01608439,0.00349681,0.0007620961,0.0006075868,0.0003640644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041721,"about_ca_system_score_gemma":0.002429892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6910349,"about_ca_topic_score_gemma":0.9011259,"domain_scores_codex":[0.9964198,0.0003676038,0.0004366051,0.0007746003,0.0008111848,0.001190211],"domain_scores_gemma":[0.9971954,0.0006050033,0.000231405,0.0006365087,0.0004302372,0.0009014594],"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":[0.000166725,0.0003439503,0.002709572,0.00004744326,0.0001777983,0.0001068193,0.008242056,0.000005566827,0.000003983313,0.9591528,0.02648501,0.002558334],"study_design_scores_gemma":[0.002581059,0.0001324347,0.002444786,0.0001108818,0.0002537074,0.00007703089,0.0208257,0.0004257721,0.000002439681,0.009507541,0.9629329,0.0007056896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1970619,0.002189596,0.0004692627,0.1412491,0.001459739,0.0005222373,0.001819645,0.0001482796,0.6550802],"genre_scores_gemma":[0.7621344,0.0001947218,0.00002207318,0.0005599775,0.0009739448,0.000002606142,0.00007748675,0.00004013814,0.2359946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9496452,"threshold_uncertainty_score":0.9997101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156867361","doi":"10.25909/28891115.v1","title":"NO AMENDMENT? NO PROBLEM: JUDGES, “INFORMAL AMENDMENT,” AND THE EVOLUTION OF CONSTITUTIONAL MEANING IN THE FEDERAL DEMOCRACIES OF AUSTRALIA, CANADA, INDIA, AND THE UNITED STATES","year":2025,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Judicial and Constitutional 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":"Constitution; Democracy; Law; Meaning (existential); Constitutional amendment; Political science; Politics; Original meaning; Originalism; Sociology; Epistemology; Philosophy","authors":[{"name":"John V. Orth","is_ca":false},{"name":"John Gava","is_ca":false},{"name":"Arvind P. Bhanu","is_ca":false},{"name":"Paul Babie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01171858594574895,"gpt":0.2235826264407984,"spread":0.2118640404950494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005661335,0.0001595048,0.0003083318,0.0002182093,0.001274256,0.0001035006,0.0003685469,0.00004816237,0.00001264405],"category_scores_gemma":[0.0002732791,0.00009963797,0.00007461629,0.0009335772,0.006891597,0.0003870305,0.0003060664,0.0002058167,0.000001122224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457811,"about_ca_system_score_gemma":0.0005840339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4528117,"about_ca_topic_score_gemma":0.2975378,"domain_scores_codex":[0.9986622,0.000203221,0.0003003797,0.0001610832,0.000388439,0.0002846986],"domain_scores_gemma":[0.9985797,0.000811049,0.0001637246,0.0001177802,0.0002820858,0.00004559316],"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":[0.0003931791,0.00004224797,0.05830815,0.00001786199,0.0001201892,0.000004686824,0.002228749,0.000103162,0.000003712879,0.9373292,0.001367043,0.00008177272],"study_design_scores_gemma":[0.02287956,0.0003751145,0.06990674,0.0007197349,0.0006069148,0.00003796193,0.2745538,0.0008016999,0.00003595454,0.06837333,0.5606031,0.001106155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5290363,0.0003169666,0.0001038091,0.01143926,0.0001199757,0.0007566467,0.0002744731,0.00001873508,0.4579338],"genre_scores_gemma":[0.9974113,0.0001584938,0.00001375784,0.0001647414,0.00002708401,0.000005019315,0.00004515024,0.00000201538,0.002172489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8689559,"threshold_uncertainty_score":0.9958111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127238131","doi":"","title":"Culturally specific interventions and Indigenous practices in correctional and forensic settings: a systematic review","year":2025,"lang":"","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Criminal Justice and Corrections Analysis","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":"Indigenous; Psychological intervention; Mental health; Forensic science; Prison; Recidivism; Forensic psychology; Legislation; Culturally appropriate; Criminal justice","authors":[{"name":"Jordyne James","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02379274196323744,"gpt":0.293592180932993,"spread":0.2697994389697556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008197343,0.00051214,0.001319464,0.001577971,0.001535437,0.0008800871,0.0005480688,0.0002045793,0.00008188735],"category_scores_gemma":[0.001710363,0.0005344608,0.0005692077,0.004526943,0.000731714,0.002000283,0.0006754255,0.0006410421,0.00002593398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005442875,"about_ca_system_score_gemma":0.0002769854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885796,"about_ca_topic_score_gemma":0.01430964,"domain_scores_codex":[0.9965764,0.0004964615,0.0009732753,0.0008864556,0.0004379817,0.0006294345],"domain_scores_gemma":[0.9967882,0.001109972,0.0009211912,0.0004399066,0.000474454,0.00026625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.001014519,0.005839325,0.05986248,0.6801369,0.006250483,0.001286389,0.08908132,0.0001050856,0.00006279552,0.05603487,0.03157588,0.06874993],"study_design_scores_gemma":[0.001471319,0.0004580637,0.001650497,0.1796361,0.008055143,0.0002481546,0.7764176,0.0004271253,0.000004126631,0.0001307887,0.03027361,0.001227417],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849107,0.1731109,0.001157314,0.01566444,0.001755779,0.0057207,0.0005172584,0.0003087222,0.1168542],"genre_scores_gemma":[0.9454788,0.03864102,0.00005869187,0.000276567,0.00007623593,0.00001654301,0.00009258115,0.0000209127,0.01533868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6873363,"threshold_uncertainty_score":0.9997644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046669869","doi":"","title":"Crashing the Boards: A Comparative Analysis of the Boxing Out of Women On Boards in the United States and Canada","year":2019,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Gender Diversity and Inequality","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":"Argument (complex analysis); Normative; Jurisdiction; Legislation; Executive branch","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.042131707888479,"gpt":0.2527951195063814,"spread":0.2106634116179024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008335217,0.0001645411,0.0004362342,0.0004013143,0.0005205965,0.00009582002,0.0009901603,0.00005614284,0.00004174153],"category_scores_gemma":[0.0001691789,0.0001060086,0.0001659216,0.002490675,0.0005148873,0.0003380872,0.0003573584,0.0002832439,0.000001191166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495254,"about_ca_system_score_gemma":0.0002939738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3890744,"about_ca_topic_score_gemma":0.6325164,"domain_scores_codex":[0.9980023,0.0005352351,0.0002345461,0.0002343815,0.0006058758,0.0003876918],"domain_scores_gemma":[0.9981117,0.001006279,0.0002110722,0.0004198959,0.0001648794,0.00008615104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001813347,0.0002159505,0.7824706,0.00002776729,0.0008456027,0.000008268597,0.1742012,0.004913955,0.0000297393,0.03496653,0.0019834,0.0001555649],"study_design_scores_gemma":[0.0008735855,0.0001625866,0.2353041,0.00005919539,0.0002877981,4.383412e-7,0.6640255,0.001203553,0.00004790382,0.0001545555,0.097583,0.0002977815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326153,0.00001178642,0.000008140955,0.004104281,0.00007348216,0.0002882818,0.0002681488,0.00001082876,0.06261975],"genre_scores_gemma":[0.9985558,0.00001804665,0.000002255609,0.000260106,0.0000110978,6.609741e-7,0.00003396279,0.000003662873,0.001114416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5471666,"threshold_uncertainty_score":0.6149939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7002071272","doi":"","title":"Mexico versus Canada: Stability Benefits from Making Common Currency with USD?","year":2005,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Global Financial Crisis and Policies","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Hyporeflexia; Hemopericardium; Dysgeusia; Proteogenomics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.031115829634536,"gpt":0.1979934412028748,"spread":0.1668776115683388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001176073,0.0004578742,0.0007981464,0.0003203573,0.0004176233,0.0002153471,0.0007629936,0.0001370736,0.0003219004],"category_scores_gemma":[0.0001021891,0.0005209211,0.0002152106,0.0009080425,0.0001673489,0.001102028,0.0004107546,0.0003577848,0.0001613326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009020951,"about_ca_system_score_gemma":0.0001880709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1228139,"about_ca_topic_score_gemma":0.4967345,"domain_scores_codex":[0.9978117,0.00002402829,0.0005598716,0.00071669,0.000158407,0.0007292932],"domain_scores_gemma":[0.9983761,0.0001860254,0.0003221592,0.0007367288,0.0001144631,0.0002645466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008312608,0.0005039153,0.5293474,0.00002717271,0.0003051387,0.00006792655,0.0005633271,0.001090231,0.000005330499,0.4410309,0.0169776,0.0092498],"study_design_scores_gemma":[0.002432209,0.0002852901,0.0688571,0.00006069257,0.00004359561,0.000006877534,0.0007170032,0.0004965378,0.00007176071,0.0004419978,0.9256308,0.0009561037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7384935,0.0009495215,0.0001326883,0.002894396,0.0003337201,0.0002060569,0.005634186,0.0001065908,0.2512493],"genre_scores_gemma":[0.9983888,0.00004640578,0.0001469495,0.0002030401,0.0001983303,0.000002068352,0.0002883825,0.00004035272,0.0006856794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9086532,"threshold_uncertainty_score":0.9997242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6999477321","doi":"","title":"Data-Informed Participatory Leadership: Cultivating Collective Decision-Making in K–12 Schools Through Global Research and Local Practice","year":2025,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","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":"Participatory action research; Citizen journalism; Participatory GIS; Presentation (obstetrics); Work (physics); Collective action; Corporate governance; Action research; Sustainability","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1539507823009726,"gpt":0.391916781536213,"spread":0.2379659992352404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005852926,0.0002695088,0.0003236195,0.0002398772,0.0004714294,0.0002167969,0.0008027919,0.0002469304,0.000005516733],"category_scores_gemma":[0.004320241,0.0002607929,0.00007297389,0.00150114,0.0004900458,0.0001875654,0.002822264,0.0005065514,0.000007876572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003521847,"about_ca_system_score_gemma":0.0004563055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004798659,"about_ca_topic_score_gemma":0.0004904511,"domain_scores_codex":[0.9976971,0.0002106759,0.0003382908,0.0008164633,0.0002370589,0.0007004645],"domain_scores_gemma":[0.9979565,0.0009197366,0.00009797514,0.0006034112,0.0003012214,0.0001211926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01240422,0.002877274,0.660203,0.0003589366,0.001289592,0.0009377543,0.001098819,0.001296899,0.00658611,0.03926511,0.0658348,0.2078476],"study_design_scores_gemma":[0.01022402,0.003530893,0.04351062,0.002430544,0.0001934166,0.0002211817,0.1136796,0.005817759,0.002284366,0.007074031,0.8085152,0.002518347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8006279,0.0005981816,0.01379278,0.001704191,0.0001195053,0.000535483,0.0002920489,0.00006610451,0.1822638],"genre_scores_gemma":[0.9969037,0.00003438165,0.001274294,0.0003060787,0.00006394289,0.00000269822,0.0001780089,0.00001163183,0.00122528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7426804,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024179498","doi":"","title":"The Red Schwinn Bicycle: \"A Sentimental Journey\"","year":2007,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Diversity and Impact of Dance","field":"Psychology","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":"Brother; Nephew and niece; Luck; World War II; Spanish Civil War; Performance art; Shit; Midnight","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01891470597338195,"gpt":0.2628052878654696,"spread":0.2438905818920877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004949121,0.0004197074,0.0003740981,0.0005736147,0.001373573,0.000391351,0.001300772,0.0001949106,0.0006227293],"category_scores_gemma":[0.0001291661,0.0003820172,0.0004020882,0.001378943,0.0005868872,0.001237993,0.0007293355,0.0005894404,0.001115823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822893,"about_ca_system_score_gemma":0.00005992751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009886451,"about_ca_topic_score_gemma":0.0001061112,"domain_scores_codex":[0.9973237,0.00009315135,0.0003793173,0.000558042,0.0004731848,0.001172612],"domain_scores_gemma":[0.9977825,0.0004741542,0.0002126524,0.0008736054,0.0001613927,0.0004956941],"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":[0.004375394,0.002458001,0.2270636,0.00003014702,0.001966967,0.003009525,0.002277218,0.00002296626,0.001461855,0.1382368,0.5308842,0.08821334],"study_design_scores_gemma":[0.002858124,0.000425184,0.07666623,0.00003987191,0.00009650105,0.0002360317,0.009706639,0.00002067055,0.0002684444,0.0001803078,0.908843,0.0006590172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3781271,0.0001748158,0.0005279863,0.003834346,0.0008800296,0.0002687813,0.0001718989,0.0002536889,0.6157614],"genre_scores_gemma":[0.9056914,0.00001856338,0.00005473631,0.0001966414,0.0002291417,5.48626e-7,0.00007953874,0.00003976209,0.09368962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5275644,"threshold_uncertainty_score":0.9999265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6981777194","doi":"","title":"The factors contributing to the perceived strength of female truck drivers","year":2023,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Gender Diversity and Inequality","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":"Mindset; Workforce; Perception; Interview; Nonprobability sampling; Qualitative research; Lived experience; Snowball sampling","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05904759160757946,"gpt":0.2653891990605552,"spread":0.2063416074529758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008986292,0.0002407339,0.0003331644,0.0003060258,0.003976529,0.0002675343,0.001501255,0.0001144817,0.00006416754],"category_scores_gemma":[0.001130594,0.0001809458,0.0003414696,0.002424961,0.0007041977,0.0006115778,0.000993654,0.000287044,0.0001516538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330722,"about_ca_system_score_gemma":0.0001855778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198165,"about_ca_topic_score_gemma":0.002707523,"domain_scores_codex":[0.9974392,0.0003155096,0.0002739658,0.000369669,0.0006435697,0.0009580608],"domain_scores_gemma":[0.9974159,0.001286274,0.0001602042,0.0005148015,0.0003169219,0.0003059071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000204383,0.0001984119,0.8183345,0.00002481332,0.0003745085,0.0000472055,0.05324046,0.0003684226,0.0001403653,0.1025646,0.01920926,0.005293172],"study_design_scores_gemma":[0.0006225843,0.0001240828,0.2053242,0.00002619773,0.00006010874,7.528469e-7,0.2777834,0.00006605805,0.00007534654,0.0001263152,0.5154679,0.0003231091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963677,0.00001393783,0.00006853638,0.009060418,0.0003004695,0.0004143549,0.0004657091,0.0002215979,0.09308728],"genre_scores_gemma":[0.9861005,0.00005516408,0.000008358056,0.00004711255,0.00007839776,8.835784e-7,0.00007407506,0.00001377833,0.01362172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6130103,"threshold_uncertainty_score":0.9973202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7070723779","doi":"","title":"Playing with languages: Children re/generating relationships, literacies, and understandings in the margins","year":2023,"lang":"en","type":"article","venue":"Pepperdine Digital Commons (Pepperdine University)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Narrative; Government (linguistics); Work (physics); Agency (philosophy); Ethnic group; Qualitative research; Focus (optics); Subject (documents)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06549410442253772,"gpt":0.338834638178621,"spread":0.2733405337560833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005237582,0.0001586044,0.000161099,0.0005723881,0.001474315,0.000427253,0.0003363663,0.00007936132,0.00003000855],"category_scores_gemma":[0.0003980209,0.0001344884,0.00004867688,0.002198215,0.0003154623,0.000715767,0.0001084392,0.0003325863,0.00002343841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505675,"about_ca_system_score_gemma":0.0001536806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657227,"about_ca_topic_score_gemma":0.005957621,"domain_scores_codex":[0.9987093,0.0002120867,0.000152761,0.0002661645,0.0002718261,0.000387844],"domain_scores_gemma":[0.998921,0.0006101815,0.00007171679,0.0002113488,0.00005492379,0.0001308358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005721214,0.0001034937,0.6700616,0.00001833013,0.00004976979,0.00007527516,0.155852,0.0001301286,0.00001990365,0.1655437,0.004823892,0.003264649],"study_design_scores_gemma":[0.001789234,0.0001283282,0.2630744,0.0001909957,0.0000531883,0.00003770198,0.5408375,0.000932696,0.000005368529,0.0003195051,0.191873,0.000758127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.776764,0.00004566834,0.0000339463,0.008161453,0.00003305994,0.00024949,0.00005733846,0.0001399043,0.2145151],"genre_scores_gemma":[0.9909607,0.00004717042,0.00008141796,0.0001712588,0.0001286868,0.000001850602,0.0001419355,0.00001520424,0.008451828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4069872,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}