{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001006296,0.0008964583,0.0004395644,0.0009423879,0.006103703,0.004392758,0.0008103468,0.002117425,0.4031575],"category_scores_gemma":[0.004718869,0.0005015284,0.0006040009,0.0005993348,0.001960913,0.004737154,0.005416442,0.003273006,0.1956408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700734,"about_ca_system_score_gemma":0.002752834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009825281,"about_ca_topic_score_gemma":0.01395459,"domain_scores_codex":[0.9987715,0.0001934336,0.00004080151,0.0002229203,0.0004461835,0.0003251254],"domain_scores_gemma":[0.9975845,0.0001473757,0.00009079141,0.0002777036,0.0007446902,0.001154986],"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":[0.00009320112,0.00004223794,0.0007032349,0.00006097944,0.000004573502,0.000240678,0.001381411,0.00004249369,0.001111677,0.01492068,0.9156982,0.06570057],"study_design_scores_gemma":[0.000005468358,0.00002359409,0.0005209605,0.00005190683,0.000001836463,0.0001959153,0.0008162692,0.00002432121,0.0002068857,0.0009602115,0.9971803,0.00001232227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006355191,0.001548158,0.005558095,0.025354,0.01394519,0.0001522535,0.0009175971,0.002501689,0.9436678],"genre_scores_gemma":[0.01967005,0.0005843223,0.00210134,0.004475649,0.0007498333,0.00004600681,0.000304695,0.0006416582,0.9714264],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4031575,"threshold_uncertainty_score":0.8513234,"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."}}