{"id":"W6998727999","doi":"","title":"Association canadienne d'éducation de langue française (ACELF)","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":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Population; Government (linguistics)","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":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002744739,0.0004974659,0.000617725,0.002126999,0.00288965,0.003383576,0.0009702668,0.001969645,0.1620461],"category_scores_gemma":[0.007241404,0.0002303801,0.0003929826,0.002849213,0.0007684211,0.001383054,0.00208546,0.002993266,0.02913016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01196176,"about_ca_system_score_gemma":0.06505599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8534066,"about_ca_topic_score_gemma":0.8505967,"domain_scores_codex":[0.9976711,0.0002399948,0.0000893453,0.0001883843,0.0008455644,0.0009655645],"domain_scores_gemma":[0.9858218,0.0007422975,0.0004113839,0.0004926504,0.007211012,0.005320904],"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":[0.00005311372,0.00004007842,0.004767357,0.00008505487,0.000007542637,0.00004359775,0.0001748586,0.00004844617,0.00008988298,0.007102753,0.9420484,0.04553887],"study_design_scores_gemma":[0.00001889213,0.000008093354,0.01847651,0.0001763393,0.000003188016,0.00002446843,0.0001832523,0.00005200686,0.0000614353,0.0002572866,0.9807284,0.000010083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01089417,0.01685678,0.002148645,0.08039876,0.007816682,0.0004904554,0.07045078,0.001051698,0.809892],"genre_scores_gemma":[0.03526264,0.004276396,0.001649493,0.003426821,0.000519738,0.0002919105,0.01446082,0.0002505005,0.9398617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8534066,"threshold_uncertainty_score":0.542098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120474677689902,"score_gpt":0.2265240796902029,"score_spread":0.2153193329133039,"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."}}