{"id":"W3151369003","doi":"","title":"PROFFE — Plateforme de Recherche et d'Outils de Formation pour les Futurs Enseignants","year":2020,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009067411,0.002223127,0.0008095553,0.003316148,0.001872792,0.008177806,0.001853808,0.002436127,0.09022627],"category_scores_gemma":[0.02018452,0.001048387,0.001880199,0.002124053,0.001626329,0.004192132,0.003272928,0.003217385,0.04726723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772603,"about_ca_system_score_gemma":0.00935035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02483953,"about_ca_topic_score_gemma":0.01097262,"domain_scores_codex":[0.9923625,0.002422925,0.000461464,0.0006956963,0.00358746,0.0004699962],"domain_scores_gemma":[0.9852526,0.005273377,0.0004635954,0.003070249,0.004719721,0.001220393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002176281,0.0003912549,0.004608797,0.001267796,0.00009606613,0.0005946856,0.002456632,0.03406103,0.02170481,0.1529857,0.2791482,0.5005089],"study_design_scores_gemma":[0.0002768563,0.0003507983,0.003856413,0.0004913647,0.00002362502,0.0003585008,0.0009324658,0.02888264,0.02347942,0.01611708,0.9250612,0.0001695513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03960871,0.003216571,0.6459871,0.01076684,0.008806377,0.002124605,0.02862992,0.04717663,0.2136833],"genre_scores_gemma":[0.0791263,0.002809328,0.5747301,0.0008128023,0.0008296828,0.002197588,0.01741617,0.006824229,0.3152537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09022627,"threshold_uncertainty_score":0.3018369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2216138847065048,"score_gpt":0.3991900892191383,"score_spread":0.1775762045126335,"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."}}