{"id":"W4283768867","doi":"10.4000/communication.15574","title":"Enseignement, recherche, poïésis","year":2022,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.005891172,0.0006151842,0.0006469412,0.001566222,0.003160536,0.008469744,0.001160165,0.00270272,0.008954189],"category_scores_gemma":[0.008456755,0.0003715781,0.0005709833,0.002277315,0.03813003,0.01052093,0.003593423,0.003558258,0.001743134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005299001,"about_ca_system_score_gemma":0.0042406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515339,"about_ca_topic_score_gemma":0.00310973,"domain_scores_codex":[0.9941538,0.003526462,0.0001987398,0.001053088,0.0008056297,0.0002622683],"domain_scores_gemma":[0.9936646,0.003632637,0.0005128513,0.001261121,0.0006666483,0.0002620625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004609029,0.000002291218,0.00006300244,0.00002919604,0.000002200187,0.0000193848,0.0008054351,0.0001092702,0.00003705051,0.9958027,0.0007762362,0.002348773],"study_design_scores_gemma":[0.000008628816,0.000009740948,0.0002161224,0.00006814277,0.000005112921,0.00008706571,0.0007659719,0.0002583089,0.0001030247,0.9283279,0.07014266,0.000007330246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02672263,0.04424601,0.10706,0.05457716,0.0009709093,0.00008838033,0.0002381904,0.0002665365,0.7658302],"genre_scores_gemma":[0.8672798,0.01956842,0.02739232,0.003830252,0.001137909,0.000270886,0.0001894087,0.0002363932,0.08009463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008954189,"threshold_uncertainty_score":0.03844714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7138282433634879,"score_gpt":0.5519080366236175,"score_spread":0.1619202067398704,"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."}}