{"id":"W6923482413","doi":"10.14288/1.0141179","title":"Canadian Association of University Teachers panel","year":2003,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Higher education; Data collection; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004196689,0.0008047218,0.001069321,0.003643698,0.01303251,0.009288939,0.002716927,0.007898861,0.3204435],"category_scores_gemma":[0.00700831,0.001170027,0.001102738,0.005767857,0.001659816,0.002670694,0.002233778,0.005077033,0.1265141],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0226236,"about_ca_system_score_gemma":0.1204841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.834741,"about_ca_topic_score_gemma":0.9451844,"domain_scores_codex":[0.9957352,0.0001700221,0.0001254887,0.0003108185,0.002551173,0.001107335],"domain_scores_gemma":[0.9831064,0.0008970156,0.0002142359,0.0005690358,0.01167077,0.003542531],"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":[0.000009093732,0.000009928764,0.0001277592,0.00001999569,7.018274e-7,0.000009832415,0.00003835808,0.00001242333,0.00002265824,0.001394279,0.9952813,0.003073666],"study_design_scores_gemma":[0.00000668633,0.000002360015,0.001977751,0.00006031584,0.000002961257,0.000004876965,0.0001912351,0.00001960144,0.00005170214,0.00021596,0.997457,0.000009565066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001443247,0.001950777,0.0003100039,0.03050451,0.004106394,0.000521188,0.01942731,0.0005350102,0.9412016],"genre_scores_gemma":[0.001623687,0.0005217114,0.0001569766,0.002128142,0.0001789309,0.0000770325,0.001611368,0.0001197457,0.9935823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9773764,"threshold_uncertainty_score":0.9693049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993431205204579,"score_gpt":0.2257727902897925,"score_spread":0.2058384782377467,"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."}}