{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"65d9b4f63912","filters":{"venue":"Assessment and Development Matters"}},"results":[{"id":"W2891427919","doi":"10.53841/bpsadm.2015.7.2.21","title":"Assessing early development and learning across cultures: The East Asia Pacific - Early Child Development Scales","year":2015,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"East Asia; Asia pacific; Geography; History; China; Ethnology; Archaeology","authors":[{"name":"Nirmala Rao","is_ca":true},{"name":"Jin Sun","is_ca":true},{"name":"Yvonne Becher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03748743442441576,"gpt":0.345653293595198,"spread":0.3081658591707823,"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":[0.003232503,0.0004919779,0.0003873319,0.0001646779,0.005091688,0.002440302,0.0004124393,0.0001823457,0.00004253033],"category_scores_gemma":[0.0000778996,0.0003883585,0.00004268386,0.0004080827,0.0004394394,0.001053041,0.0003501035,0.000621781,0.000119706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000618633,"about_ca_system_score_gemma":0.002541483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002019888,"about_ca_topic_score_gemma":0.0004968044,"domain_scores_codex":[0.9957321,0.0004227034,0.0007785523,0.0007381834,0.001307539,0.001020919],"domain_scores_gemma":[0.998376,0.0001586905,0.0003215382,0.0002155078,0.0002381611,0.0006900814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001525166,0.0001157806,0.4001614,0.00003876971,0.0001784963,0.000009402718,0.5000985,0.000006447339,0.0000119117,0.0009079144,0.00239813,0.096058],"study_design_scores_gemma":[0.0004649759,0.00001603008,0.5646343,0.0001272901,0.000007947205,0.000007400044,0.1290529,0.000001754815,0.00007947849,0.00003235082,0.3051137,0.0004618461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740519,0.000378776,0.0008398572,0.009257023,0.0005969211,0.0006344413,9.144704e-7,0.0002299971,0.01401016],"genre_scores_gemma":[0.9583287,0.00006061582,0.03753073,0.001115803,0.0001579142,0.0001422966,0.00004558298,0.00004509046,0.002573282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710456,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391998433","doi":"10.53841/bpsadm.2024.16.1.48","title":"Large-scale testing in the face of AI","year":2024,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"First Nations University of Canada; Brock University","funders":"","keywords":"Expansive; Test (biology); Computer science; Construct (python library); Scale (ratio); Face validity; Set (abstract data type); Test design; Face (sociological concept); Construct validity; Data science; Psychology; Political science; Sociology; Psychometrics; Social science; Law","authors":[{"name":"Louis Volante","is_ca":true},{"name":"Christopher DeLuca","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1316125422972995,"gpt":0.4430557148226341,"spread":0.3114431725253346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004140309,0.00005389057,0.00008231076,0.00007515649,0.00004325564,0.00002666369,0.0000325016,0.00002365226,0.0000331185],"category_scores_gemma":[0.000009603837,0.00003631919,0.00000997612,0.0001734213,0.0000184597,0.00005680417,0.00001375988,0.000122265,0.00001380724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004584501,"about_ca_system_score_gemma":0.0002794418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005617137,"about_ca_topic_score_gemma":0.00003288381,"domain_scores_codex":[0.9993963,0.00001928128,0.0002181623,0.0001100254,0.0001333437,0.000122853],"domain_scores_gemma":[0.9997171,0.000148626,0.000018231,0.00006454111,0.00002600976,0.00002550235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001100465,0.0001385216,0.834257,0.0006353581,0.00002387709,0.0000189578,0.04548273,0.000007015284,0.0008505703,0.0004779882,0.008504148,0.1095928],"study_design_scores_gemma":[0.0001076876,0.0001486307,0.8774754,0.001060189,0.00003197925,0.0000435041,0.06707484,0.003356904,0.004934025,0.0009077934,0.04465831,0.0002007858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969564,0.0001738737,0.003541244,0.02530897,0.0001878885,0.00022126,6.407356e-7,0.00001993191,0.0009821871],"genre_scores_gemma":[0.9921955,0.00001522496,0.003830402,0.003790101,0.00003023629,0.00002407989,0.00001010165,0.000004804544,0.00009950352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109392,"threshold_uncertainty_score":0.1481054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316083694","doi":"10.53841/bpsadm.2019.11.1.34","title":"Test user registration amongst educational practitioners","year":2019,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Test (biology); Register (sociolinguistics); Quality (philosophy); Quality assurance; Medical education; Psychology; Applied psychology; Medicine","authors":[{"name":"Cathy Atkinson","is_ca":false},{"name":"Sarah Norris","is_ca":true},{"name":"Mala Pancholi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02988467187185596,"gpt":0.3707978010708839,"spread":0.3409131291990279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002375043,0.0001622904,0.0001304576,0.00008828381,0.0001282042,0.00009131658,0.0001130555,0.00007332906,0.01075507],"category_scores_gemma":[0.000006641351,0.0001440257,0.00002427222,0.0001151242,0.00004606428,0.0002426606,0.00002946138,0.0001471742,0.001800285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009625771,"about_ca_system_score_gemma":0.0001916312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002479279,"about_ca_topic_score_gemma":0.000004505857,"domain_scores_codex":[0.9987528,0.00004964996,0.0002967644,0.0003996646,0.000266627,0.0002345073],"domain_scores_gemma":[0.9992008,0.0002980851,0.000160588,0.0001810293,0.00005668974,0.0001027754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001403103,0.0005160299,0.8606468,0.00001810234,0.00006929748,0.000001753818,0.0006578796,9.931161e-7,0.0003276593,0.01974583,0.1160138,0.001987844],"study_design_scores_gemma":[0.0004301603,0.0000497053,0.8558193,0.00001769988,0.000006500293,0.00001202749,0.001107895,0.000001616435,0.00001289754,0.0005785693,0.1417748,0.0001887519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8297452,0.00003361476,0.0004375907,0.03170964,0.001657015,0.0004526033,0.000007330273,0.00005541018,0.1359016],"genre_scores_gemma":[0.9381639,0.000008467977,0.009832395,0.006877987,0.000109695,0.0001926289,0.0003282844,0.0000155385,0.04447109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084187,"threshold_uncertainty_score":0.9989769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320400465","doi":"10.53841/bpsadm.2015.7.3.7","title":"Assessment of child development across cultures","year":2015,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Geography","authors":[{"name":"Nirmala Rao","is_ca":true},{"name":"Emma Pearson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03323903704630559,"gpt":0.3882292987304678,"spread":0.3549902616841622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746432,0.0002584794,0.0003251442,0.0001326077,0.0008169431,0.000200439,0.0002974884,0.0001089937,0.0001615758],"category_scores_gemma":[0.00002970179,0.0002387257,0.00003927541,0.0002775922,0.0002176741,0.0003284362,0.0001843419,0.0001864079,0.00003786997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366232,"about_ca_system_score_gemma":0.003872832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572517,"about_ca_topic_score_gemma":0.0003430333,"domain_scores_codex":[0.9972021,0.0001416143,0.0006287342,0.000406125,0.001056284,0.0005651279],"domain_scores_gemma":[0.9987741,0.00006525534,0.0002539963,0.0001861718,0.0002483559,0.0004720819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001345136,0.0004720699,0.7226717,0.0000931437,0.0002771121,0.00000721998,0.1885217,0.00002618413,0.00003401737,0.01320654,0.03623977,0.0384371],"study_design_scores_gemma":[0.0005669009,0.00001828197,0.5712451,0.00007483571,0.000005872825,0.000002046401,0.02285759,0.000002495575,0.0001850525,0.00008721246,0.4046572,0.000297443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447821,0.0003261752,0.004447149,0.02156226,0.001739329,0.001139521,0.000006716235,0.0002818003,0.1257149],"genre_scores_gemma":[0.9081168,0.00007867013,0.08666564,0.003241932,0.0000985419,0.00007461587,0.00006085675,0.00002186458,0.001641058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684174,"threshold_uncertainty_score":0.973495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626106683","doi":"10.53841/bpsadm.2011.3.2.28","title":"Re-validation of the Bem Sex Role Inventory","year":2011,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Bem Sex-Role Inventory; Computer science; Psychology; Social psychology","authors":[{"name":"Julie Prescott","is_ca":true},{"name":"Jan Bogg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05629344450579624,"gpt":0.3037491788556561,"spread":0.2474557343498599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003274253,0.00005433,0.00007412631,0.00002956012,0.0003468305,0.00002611166,0.0001141767,0.00002252158,0.0000597148],"category_scores_gemma":[0.000003955422,0.00004173367,0.0000195797,0.00006643149,0.00005583488,0.0001055614,0.00009402539,0.00003600135,0.000006201626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004725175,"about_ca_system_score_gemma":0.0001090307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006568537,"about_ca_topic_score_gemma":0.000669065,"domain_scores_codex":[0.9993507,0.00006028017,0.0001342254,0.00009759945,0.0002351419,0.0001220011],"domain_scores_gemma":[0.9997881,0.000006796664,0.00007566955,0.00007095363,0.00002901744,0.00002945143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001619365,0.00003551774,0.9152801,0.00001451309,0.00004258189,1.988012e-7,0.07101114,3.118773e-7,0.00005851,0.0008938568,0.01069797,0.001963695],"study_design_scores_gemma":[0.0001679694,0.00001010061,0.82021,0.00002128684,0.00001471591,8.699802e-8,0.1329936,0.000002039026,0.002059679,0.0009457547,0.04345667,0.0001180717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956988,0.00005208543,0.0001090048,0.004561993,0.0002723899,0.0001909124,5.717689e-7,0.00002055267,0.0378045],"genre_scores_gemma":[0.9973227,0.0000460043,0.0009631413,0.0004420923,0.0000144287,0.00001006473,0.000001197915,0.000003220945,0.001197116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09507004,"threshold_uncertainty_score":0.2667575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315850908","doi":"10.53841/bpsadm.2016.8.4.14","title":"International Test Commission (ITC) Conference, Vancouver 2016 – Improving policy and practice: Opportunities and challenges in an international context","year":2016,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Higher Education Learning Practices","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":"Context (archaeology); Commission; Test (biology); Political science; Engineering ethics; Public administration; Engineering; Geography; Law","authors":[{"name":"Nigel Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1577533960715947,"gpt":0.4215177500922694,"spread":0.2637643540206748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009897167,0.0001064564,0.0001000598,0.000169956,0.0002135573,0.0003237121,0.0001378939,0.00005302131,0.0002422038],"category_scores_gemma":[0.0003427668,0.00008507522,0.000005576099,0.00003545704,0.0001808864,0.002510747,0.0001026778,0.00007875121,0.000004414998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856452,"about_ca_system_score_gemma":0.0007829654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006058819,"about_ca_topic_score_gemma":0.001012559,"domain_scores_codex":[0.9988956,0.0001960401,0.0002015628,0.0002438874,0.0002970807,0.0001657996],"domain_scores_gemma":[0.9984673,0.001012751,0.0001839487,0.00006600896,0.000134531,0.0001354176],"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":[0.00004000736,0.0001802201,0.1897573,0.00002431457,0.00004546889,0.000008580985,0.04310976,1.26108e-7,0.0003229969,0.02673804,0.003084266,0.7366889],"study_design_scores_gemma":[0.0004053931,0.00002177231,0.1504281,0.00007742908,0.000003479347,0.00000286966,0.04859399,0.000006413829,0.000005122855,0.00008817906,0.8002434,0.0001237803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.172185,0.0003202151,0.0006044366,0.680993,0.001572106,0.00039946,0.000008491206,0.0001008952,0.1438164],"genre_scores_gemma":[0.9820291,0.007894353,0.004603837,0.001322758,0.0001338432,0.00002904873,0.000005671073,0.000009312913,0.003972088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8098441,"threshold_uncertainty_score":0.3469267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320302550","doi":"10.53841/bpsadm.2018.10.2.22","title":"Assessment in the digital age: Some challenges for Test Developers and Users","year":2018,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASTER","funders":"","keywords":"Key (lock); Test (biology); Psychometrics; Computer science; Data science; Psychometric testing; Engineering ethics; Psychology; Applied psychology; Engineering; Clinical psychology; Computer security","authors":[{"name":"Stephen A. Woods","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4041266623758634,"gpt":0.4711374105617989,"spread":0.06701074818593555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052601,0.0002170599,0.0003119788,0.0003933411,0.0003371337,0.0008790784,0.0004977121,0.00006139083,0.00002297104],"category_scores_gemma":[0.00225524,0.0001317231,0.00003118406,0.0004704416,0.0002085361,0.0004275743,0.0002238213,0.0001441508,0.000009492634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006857992,"about_ca_system_score_gemma":0.0001713064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005532599,"about_ca_topic_score_gemma":0.00002181819,"domain_scores_codex":[0.9975328,0.0001357274,0.0005888336,0.0005986498,0.0007368483,0.0004071476],"domain_scores_gemma":[0.986307,0.01303752,0.0001899218,0.0002824118,0.00009316641,0.00008996457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001203541,0.0000942168,0.5321596,0.0000272173,0.00003502521,0.00001267102,0.002720946,9.021695e-7,0.00007138764,0.003012895,0.005790448,0.4560626],"study_design_scores_gemma":[0.0005891374,0.0001285629,0.9171428,0.00002654725,0.000004495883,0.00001040644,0.00819094,0.0000905786,0.00001402093,0.005324342,0.06826164,0.0002165077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412631,0.0004869042,0.0135035,0.02860094,0.0008040847,0.001126078,0.00001337775,0.00007575388,0.01412622],"genre_scores_gemma":[0.8879893,0.0001414883,0.1088866,0.002627225,0.00007022319,0.00009591431,0.000006625518,0.000012269,0.0001702596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4558461,"threshold_uncertainty_score":0.8476973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W398879273","doi":"10.53841/bpsadm.2014.6.2.24","title":"Temporary but not trivial: Language and reading skills in children with ongoing glue ear","year":2014,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Reading (process); Psychology; Mathematics education; Audiology; Linguistics; Communication; Medicine; Philosophy","authors":[{"name":"Carmel Capewell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01200209391132468,"gpt":0.3001092605589453,"spread":0.2881071666476206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000498466,0.000140392,0.0001675706,0.0001428807,0.0001013452,0.00007077437,0.000100942,0.00005177859,0.00004142706],"category_scores_gemma":[0.000003456051,0.0001226837,0.000009158133,0.00008146636,0.00003798356,0.0001290676,0.00008670698,0.0001423067,0.00001963901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004532944,"about_ca_system_score_gemma":0.00003893013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539416,"about_ca_topic_score_gemma":0.00002899872,"domain_scores_codex":[0.9990627,0.0001156304,0.0002152728,0.0002486366,0.0001289387,0.000228777],"domain_scores_gemma":[0.9995546,0.00008455587,0.00007271588,0.0002128309,0.000007599162,0.00006773489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001738088,0.0000717296,0.9635578,0.000009878107,0.00004580478,0.000002764097,0.003205086,5.736169e-7,0.0002568065,0.0002239476,0.0003515776,0.0322566],"study_design_scores_gemma":[0.001147856,0.00006284335,0.9964162,0.00007011586,0.000007194399,0.00001574335,0.0008571046,0.00001821319,0.0001858055,0.00001147976,0.0010225,0.0001850059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995322,0.00002623065,0.0005216703,0.0009553107,0.0000421055,0.0002442585,6.961174e-7,0.00005369365,0.002833988],"genre_scores_gemma":[0.9926035,0.00001236313,0.005321609,0.001353954,0.00002221794,0.00004538633,0.00003445184,0.00001897282,0.0005875083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03285828,"threshold_uncertainty_score":0.5002898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320400475","doi":"10.53841/bpsadm.2015.7.4.13","title":"Testing dyslexic candidates using CAT administration: Taking time out of the test equation","year":2015,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Test (biology); Computerized adaptive testing; Administration (probate law); Dyslexia; Division (mathematics); Psychology; Computer science; Audiology; Cognitive psychology; Developmental psychology; Reading (process); Medicine; Arithmetic; Psychometrics; Mathematics; Political science; Law","authors":[{"name":"Sean Keeley","is_ca":true},{"name":"Parkes Jo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.113199001186905,"gpt":0.318694181219585,"spread":0.20549518003268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004621948,0.000107829,0.0001152546,0.00005021063,0.0001797507,0.0001595556,0.0002158343,0.0000246875,0.000004169943],"category_scores_gemma":[0.00006666515,0.00008151905,0.00001463293,0.0001338495,0.00002291802,0.0002654267,0.000152938,0.00005614037,0.00001168929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418605,"about_ca_system_score_gemma":0.0004843915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004116546,"about_ca_topic_score_gemma":0.000004495203,"domain_scores_codex":[0.9990358,0.00004897876,0.0002707005,0.0001888372,0.0002991431,0.0001565089],"domain_scores_gemma":[0.9992483,0.0001519017,0.0002961662,0.0001451526,0.0001082867,0.00005023255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005498494,0.000100288,0.9241452,0.0001131982,0.00007768547,0.00001223242,0.008888545,0.001541446,0.03992433,0.007028245,0.0006866377,0.01747669],"study_design_scores_gemma":[0.001384565,0.0004155451,0.5308662,0.001778272,0.00005297054,0.0000984839,0.002016817,0.388024,0.05146134,0.0007947939,0.02162962,0.001477374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5596587,0.00003284805,0.435234,0.001262113,0.0009544587,0.0003811773,0.000001069163,0.0000994678,0.002376187],"genre_scores_gemma":[0.8931859,1.828392e-7,0.1059738,0.0001538575,0.00003630628,0.000005620653,0.000001678612,0.000005968447,0.0006367837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.393279,"threshold_uncertainty_score":0.3324251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315832394","doi":"10.53841/bpsadm.2012.4.3.17","title":"So what and then what? An integrated approach of vocational assessment and coaching","year":2012,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Coaching; Vocational education; Process (computing); Work (physics); Process management; Psychology; Knowledge management; Applied psychology; Computer science; Engineering; Pedagogy; Mechanical engineering; Psychotherapist","authors":[{"name":"Sharon Patmore","is_ca":true},{"name":"Shaun D. Maloney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.067947491083666,"gpt":0.3945954123103003,"spread":0.3266479212266343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008555363,0.0002581496,0.0002849555,0.0001339414,0.00023133,0.0003886942,0.0001303544,0.00010673,0.0003433094],"category_scores_gemma":[0.0000023629,0.0002041424,0.00002157495,0.0001096225,0.0001885988,0.00152631,0.00009485978,0.0002196264,0.000007310301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006836059,"about_ca_system_score_gemma":0.0001322015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003675548,"about_ca_topic_score_gemma":0.000002080669,"domain_scores_codex":[0.9982697,0.0002253943,0.0004164752,0.0004282458,0.0003006135,0.0003595671],"domain_scores_gemma":[0.999136,0.0001927159,0.0001850648,0.0001837508,0.0000606112,0.000241912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004891514,0.001554506,0.7240214,0.00009356425,0.0003502755,0.000001462417,0.01619767,0.000001346553,0.0003172441,0.02253856,0.001689947,0.2331851],"study_design_scores_gemma":[0.0006205706,0.0000815005,0.9554114,0.00007127364,0.00002698495,0.00002789372,0.03471618,0.00003189996,0.00001291054,0.0004121507,0.008317836,0.0002693766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863731,0.001453307,0.005689183,0.002520429,0.0008073834,0.0003789409,0.000005667524,0.00003631932,0.002735644],"genre_scores_gemma":[0.9405159,0.0003137355,0.05575213,0.002650456,0.00007011494,0.000135462,0.0002716147,0.00001915109,0.0002714825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2329157,"threshold_uncertainty_score":0.8324687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315850919","doi":"10.53841/bpsadm.2017.9.1.25","title":"Can combining assessments improve test fairness and enhance user experience?","year":2017,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Physicists","funders":"","keywords":"Test (biology); Computer science; Reliability engineering; Psychology; Process management; Business; Engineering; Geology","authors":[{"name":"Paul Deakin","is_ca":true},{"name":"Helen Dovey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03281881503818991,"gpt":0.4140897758775974,"spread":0.3812709608394075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002147615,0.0002053115,0.0002099952,0.00008244734,0.0008227753,0.0004623756,0.0002062412,0.0000681346,0.001178457],"category_scores_gemma":[0.00001231852,0.0001948905,0.00001988282,0.00002506284,0.0001294304,0.0003906044,0.0001635626,0.0001574205,0.00006961411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008389878,"about_ca_system_score_gemma":0.00007281473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008344844,"about_ca_topic_score_gemma":0.0000524213,"domain_scores_codex":[0.9986938,0.00004117193,0.0003394464,0.0004254501,0.000209267,0.0002908213],"domain_scores_gemma":[0.9990878,0.0001043364,0.0002751978,0.0003494506,0.0000497583,0.0001334434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002850351,0.0002141973,0.9296501,0.00004442972,0.000148859,0.00002951347,0.01332609,2.48529e-7,0.002047525,0.003535425,0.008348208,0.04262686],"study_design_scores_gemma":[0.0009013723,0.00005016346,0.9676856,0.00004847093,0.000008499474,0.00001111188,0.004172585,0.00004899002,0.0006406743,0.00006831251,0.02606769,0.0002964669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718837,0.00001214216,0.002430372,0.003657497,0.001567227,0.0002847494,0.000006515882,0.00008975186,0.02006801],"genre_scores_gemma":[0.9876377,0.00001053638,0.002793699,0.001885788,0.00003193344,0.0001703967,0.0000174245,0.00001865841,0.007433866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04233039,"threshold_uncertainty_score":0.9997346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315851030","doi":"10.53841/bpsadm.2012.4.2.2","title":"It’s not what you know, it’s who you know: The importance of networks","year":2012,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Friendship; Need to know; Variety (cybernetics); Public relations; Business; Social network (sociolinguistics); Internet privacy; Sociology; Psychology; Social psychology; Computer science; Political science; Social media; World Wide Web; Computer security","authors":[{"name":"Pete Jones","is_ca":false},{"name":"Tinu Cornish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02695499056405238,"gpt":0.2568898604051584,"spread":0.2299348698411061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008278642,0.0002289441,0.0002249914,0.0001135293,0.0003161973,0.0004047434,0.0002299545,0.00007109981,0.0004279568],"category_scores_gemma":[0.00002165881,0.0001734277,0.00004005363,0.0002907169,0.00008519795,0.001513267,0.0001773561,0.000198462,0.000100063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004835984,"about_ca_system_score_gemma":0.00005774468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629724,"about_ca_topic_score_gemma":0.00001689034,"domain_scores_codex":[0.9985389,0.00002584175,0.0003962251,0.0002420976,0.0003762129,0.0004206861],"domain_scores_gemma":[0.9992748,0.00009473189,0.000302516,0.000197296,0.00009985222,0.00003079802],"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":[0.00001894861,0.00009358495,0.8495002,0.0001572937,0.0001049595,0.000001756997,0.001224503,0.000137443,0.00003248734,0.003748351,0.1333133,0.01166722],"study_design_scores_gemma":[0.0003274121,0.00000487574,0.379545,0.0001817027,0.00004143944,0.000001904775,0.006191407,0.0004797301,0.00003388782,0.00002451478,0.6128768,0.0002912948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3936396,0.002970217,0.009952693,0.5621598,0.004968289,0.00139937,0.000002967376,0.0003867388,0.02452032],"genre_scores_gemma":[0.9390547,0.000195622,0.0007628652,0.05712764,0.0007199298,0.00002203559,0.00007138753,0.00003902146,0.002006791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5454151,"threshold_uncertainty_score":0.7072178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386561694","doi":"10.53841/bpsadm.2023.15.3.4","title":"Investigating the presence of psychopathy bias in the general population and its impact on judgements of guilt","year":2023,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychopathy; Psychology; Population; Social psychology; Personality; Sociology; Demography","authors":[{"name":"Jacob van Bentum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1244009940718533,"gpt":0.435088717142434,"spread":0.3106877230705806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032132,0.000111187,0.0001486492,0.0001172268,0.00006820117,0.00001808088,0.0001982887,0.00004002767,0.00005726872],"category_scores_gemma":[0.00001707224,0.00006341699,0.00002117788,0.0002344511,0.00005731334,0.00004761769,0.00005137897,0.0001014881,0.000006080048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000151375,"about_ca_system_score_gemma":0.00002179732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001568613,"about_ca_topic_score_gemma":0.00002191416,"domain_scores_codex":[0.9988649,0.0002379461,0.0003093579,0.0001932927,0.0002118954,0.0001826453],"domain_scores_gemma":[0.9993709,0.0002433453,0.0001501042,0.0001915256,0.00001653145,0.0000276241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002664285,0.00007865512,0.9636242,0.00003623806,0.00007173304,0.00000252491,0.0126656,0.00003175832,0.0005476187,0.00229797,0.0135167,0.00710029],"study_design_scores_gemma":[0.0004608867,0.00007170979,0.9973161,0.00003923017,0.000005744805,0.000003107167,0.001025329,0.0001146943,0.00002093659,0.0005142228,0.0003579392,0.00007008194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933755,0.00004157216,0.00001139371,0.005157819,0.0001863852,0.000248005,0.000007780515,0.000008768462,0.0009627938],"genre_scores_gemma":[0.9971028,0.00001700188,0.00036093,0.00234884,0.00001778627,0.00003899095,0.00002805035,0.00000664344,0.00007895634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03369185,"threshold_uncertainty_score":0.258607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320399249","doi":"10.53841/bpsadm.2014.6.3.28","title":"Inconsistency in dyslexia assessment","year":2014,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Dyslexia; Psychology; Natural language processing; Cognitive psychology; Computer science; Linguistics; Reading (process); Philosophy","authors":[{"name":"Ian Smythe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01903978100134966,"gpt":0.3367506996274289,"spread":0.3177109186260793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001001753,0.0002906519,0.0003455718,0.000338722,0.0001424982,0.0001179166,0.0001873802,0.00009612206,0.0007535344],"category_scores_gemma":[0.000006058667,0.0002686366,0.000032683,0.0001943457,0.0000608928,0.0001506124,0.0001179321,0.0002526898,0.0001990457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410276,"about_ca_system_score_gemma":0.0001763411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009950168,"about_ca_topic_score_gemma":0.00003122464,"domain_scores_codex":[0.9977832,0.0001940053,0.0006239013,0.0005655501,0.0003097818,0.000523516],"domain_scores_gemma":[0.9991971,0.0001841779,0.0001365149,0.0002951284,0.0000323379,0.0001547365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002182118,0.0002858811,0.8487341,0.00005173791,0.0001217284,0.00003729319,0.006131886,0.000004430507,0.0001331165,0.01669295,0.01274894,0.1150361],"study_design_scores_gemma":[0.001151625,0.00004743414,0.8895473,0.00007961266,0.000007288202,0.00001549118,0.0008185428,0.00006897233,0.00002120342,0.0006135259,0.1072498,0.0003792485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628536,0.00007063267,0.007711635,0.003770171,0.001313267,0.0004591143,0.000001731799,0.000149364,0.1236705],"genre_scores_gemma":[0.9490133,0.000009157554,0.04404551,0.003930533,0.00004322481,0.0002039074,0.00004516377,0.00002952536,0.002679659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209909,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316083273","doi":"10.53841/bpsadm.2010.2.1.31","title":"Book Review","year":2010,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Environmental science","authors":[{"name":"Richard Andrews","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356762451788544,"gpt":0.3073956609154393,"spread":0.2938280363975538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004482316,0.0001935864,0.0002171415,0.00008144928,0.0001375721,0.00006649289,0.0001431279,0.00003824726,0.005166396],"category_scores_gemma":[0.000005893256,0.000168744,0.00002498986,0.0001035755,0.0000596535,0.0002572415,0.0001068193,0.0002208939,0.002297352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005002308,"about_ca_system_score_gemma":0.0001801655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002757076,"about_ca_topic_score_gemma":0.000006015779,"domain_scores_codex":[0.9987758,0.00002820954,0.0002945015,0.0002919921,0.0003158875,0.000293565],"domain_scores_gemma":[0.9994538,0.00003545287,0.00009833668,0.0002296301,0.00003844086,0.0001443005],"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":[0.000001894892,0.00003089925,0.007765029,0.000219644,0.00003114293,0.000006327575,0.00005133389,2.94714e-8,0.003372557,0.0001211992,0.9832672,0.005132729],"study_design_scores_gemma":[0.0002590985,0.000006750935,0.06467083,0.0002305642,0.00001626498,0.00001570433,0.00001102262,0.000003330887,0.0004400914,0.00001076441,0.9340929,0.0002426461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2004499,0.3013939,0.004489113,0.3085504,0.007661281,0.01011038,0.00006675415,0.004277508,0.1630008],"genre_scores_gemma":[0.0210153,0.01228728,0.1119591,0.8373119,0.0001742758,0.0005831,0.0002951173,0.0002598984,0.01611404],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5287615,"threshold_uncertainty_score":0.9984795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320399006","doi":"10.53841/bpsadm.2014.6.3.11","title":"Enabling individuals who have specific difficulties in the workplace: Part 1","year":2014,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Strengths and weaknesses; Perception; Focus (optics); Psychology; Engineering ethics; Public relations; Political science; Sociology; Social psychology; Engineering","authors":[{"name":"David McLoughlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04687037617052606,"gpt":0.3302876971337332,"spread":0.2834173209632071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001921658,0.0002157842,0.0002097708,0.0002140655,0.0002800807,0.0002084836,0.0002245723,0.00008014507,0.001108777],"category_scores_gemma":[0.000005034089,0.000156209,0.00002385031,0.000138409,0.00006357073,0.0001292069,0.00006041045,0.0002278696,0.0002116516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006656894,"about_ca_system_score_gemma":0.00004081339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005420015,"about_ca_topic_score_gemma":0.00001893996,"domain_scores_codex":[0.9981718,0.0002485914,0.0004260509,0.0003309491,0.0004280931,0.0003945362],"domain_scores_gemma":[0.9993678,0.0002325467,0.0001167751,0.0002106616,0.0000224484,0.00004971415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001934145,0.00009057746,0.8001311,0.0000249461,0.000056863,0.000004256864,0.04734452,0.00002208744,0.00001308342,0.001405292,0.1048997,0.04598816],"study_design_scores_gemma":[0.0006107396,0.00001775879,0.6488687,0.00004845098,0.000004413432,0.000002947202,0.006256281,0.0000293181,0.0000124596,0.00004588428,0.3439223,0.0001807297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801279,0.0001209599,0.0005713065,0.002331772,0.0003351444,0.0003993143,9.978621e-7,0.00003758034,0.01607502],"genre_scores_gemma":[0.9886993,0.00006877182,0.001922759,0.004179298,0.0001960538,0.0002716952,0.0001197566,0.00002373165,0.004518689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390226,"threshold_uncertainty_score":0.9998043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}