{"id":"W2339388603","doi":"10.1503/cmaj.150524","title":"The yellow folder","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Staring; Omen; Table (database); Computer graphics (images); Visual arts; Computer science; Art; Communication; Geography; Psychology; Archaeology; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008286544,0.00003863217,0.00004971304,0.00003894911,0.001290548,0.0003334569,0.0002869703,0.0001737318,0.001644563],"category_scores_gemma":[0.01567777,0.00002864562,0.00003764246,0.000174019,0.000092537,0.0002351394,0.00000390878,0.0005296795,0.0005023314],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009550696,"about_ca_system_score_gemma":0.01406581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01727137,"about_ca_topic_score_gemma":0.4564871,"domain_scores_codex":[0.9972428,0.0005828579,0.0001534687,0.00005424911,0.001608224,0.0003583696],"domain_scores_gemma":[0.9964105,0.0009497165,0.0001285636,0.0000445802,0.0005136767,0.00195296],"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":[0.000001603908,0.000005255827,0.02466322,2.740874e-7,0.00002457705,0.00001684048,0.008368605,5.923621e-7,3.928071e-8,0.0173713,0.9344115,0.01513616],"study_design_scores_gemma":[0.00009821408,0.000005794201,0.002113903,0.000004954295,0.000004799172,0.00001119784,0.02856988,0.000004880405,1.947871e-7,0.002849349,0.9662964,0.00004042329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005907993,0.00045908,0.000009410819,0.7689644,0.00319206,0.00004159522,0.000001360894,0.000009379758,0.2214148],"genre_scores_gemma":[0.9121743,0.0005463152,0.00009128224,0.03355355,0.01242939,0.000006478039,0.000002082587,0.00001042239,0.04118616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9062663,"threshold_uncertainty_score":0.9992681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05202624494264515,"score_gpt":0.343300949393113,"score_spread":0.2912747044504678,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}