{"id":"W3035529564","doi":"10.1522/rhe.v4i3.1033","title":"Les multiples facettes de la fonction d’enseignant-ressource","year":2020,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Commission Scolaire des Hautes Rivières","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009693358,0.0001680713,0.0001751172,0.00005121078,0.00060013,0.0002321941,0.0002245143,0.0001799612,0.0004417356],"category_scores_gemma":[0.002408714,0.0002061219,0.0001165361,0.0003670374,0.00032565,0.00049488,0.00002940626,0.0003913026,0.0002942091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006410446,"about_ca_system_score_gemma":0.0007620185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01822193,"about_ca_topic_score_gemma":0.0005333251,"domain_scores_codex":[0.9976929,0.001133927,0.0002833717,0.0002849304,0.000202555,0.0004023057],"domain_scores_gemma":[0.9975932,0.00154492,0.0003087746,0.0001470646,0.0001353956,0.0002706412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000410451,0.0003808638,0.0187066,0.0005793976,0.00009565207,0.000008739142,0.6601716,0.002948955,0.003688803,0.1600998,0.08923664,0.06404188],"study_design_scores_gemma":[0.0001413821,0.00003935539,0.02409706,0.0001631008,0.0001115954,0.00003967375,0.06031357,0.003012902,0.0007329495,0.002244027,0.9088608,0.0002435828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285324,0.007249209,0.001340268,0.2378104,0.00131995,0.0002254834,0.00003069425,0.00008608161,0.0234055],"genre_scores_gemma":[0.9779805,0.003392532,0.001589039,0.002819496,0.004215866,0.00003573968,0.00003716538,0.00002981677,0.009899852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8196242,"threshold_uncertainty_score":0.9883158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436831795230757,"score_gpt":0.3915468028725189,"score_spread":0.2478636233494432,"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."}}