{"id":"W7029733702","doi":"","title":"L'Enseignant québécois : sources et études récentes /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Identification (biology); Work (physics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001793989,0.001431999,0.0009886133,0.02048767,0.003791124,0.007335917,0.001927956,0.001236175,0.0875891],"category_scores_gemma":[0.008007243,0.0006638324,0.001019473,0.05672657,0.001025561,0.001871714,0.001586506,0.001659272,0.01032275],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05643066,"about_ca_system_score_gemma":0.1026619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923996,"about_ca_topic_score_gemma":0.9937491,"domain_scores_codex":[0.9976767,0.0001309047,0.0001569999,0.0002142169,0.001345921,0.0004752867],"domain_scores_gemma":[0.9930654,0.0005134323,0.0004162977,0.0003093795,0.005198032,0.0004973928],"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":[0.000157667,0.00006606271,0.01480628,0.002121929,0.0001488599,0.0002082114,0.001339831,0.0004890411,0.0002133051,0.0123063,0.8715857,0.09655676],"study_design_scores_gemma":[0.00002860616,0.000006137418,0.0697357,0.001078686,0.00005288054,0.00005749536,0.0009389583,0.0001501414,0.0003904553,0.0003758659,0.9271511,0.00003411819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.01141458,0.03786003,0.001042137,0.006191481,0.001206156,0.0003515328,0.670633,0.0008217502,0.2704792],"genre_scores_gemma":[0.0859768,0.04532537,0.004402666,0.001524712,0.0003783767,0.0006615516,0.2384256,0.0008727981,0.6224321],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9435694,"threshold_uncertainty_score":0.4094351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411539535721772,"score_gpt":0.2289613331273586,"score_spread":0.2148459377701409,"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."}}