{"id":"W3124519020","doi":"","title":"Recherche et pratiques : regards croisés - présentation du programme de recherche UQAM","year":2014,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Library 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":[0.02800357,0.001614015,0.001936731,0.003378555,0.00627809,0.01372093,0.001987967,0.005249115,0.03871359],"category_scores_gemma":[0.02859419,0.0006874573,0.001480159,0.004153391,0.00528504,0.003705284,0.007581721,0.01179321,0.01096038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02340885,"about_ca_system_score_gemma":0.04469956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05872992,"about_ca_topic_score_gemma":0.03447803,"domain_scores_codex":[0.976903,0.009675821,0.00151874,0.002332368,0.006275984,0.003294145],"domain_scores_gemma":[0.9786916,0.004373512,0.001133999,0.001302963,0.009280545,0.005217413],"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":[0.001004613,0.0004028756,0.006558698,0.002153039,0.000111897,0.001089964,0.01652643,0.001579005,0.007186197,0.2253105,0.5359927,0.2020841],"study_design_scores_gemma":[0.00007324896,0.0001134689,0.008688992,0.0009289428,0.0000116812,0.0002604918,0.003252292,0.0003261568,0.0008763907,0.003019095,0.9824154,0.00003385707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05159574,0.2131314,0.01069117,0.4229082,0.1174649,0.001030366,0.004876712,0.0008631657,0.1774384],"genre_scores_gemma":[0.2457219,0.06433395,0.01028205,0.01990746,0.025211,0.001251705,0.002755767,0.001380824,0.6291552],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05872992,"threshold_uncertainty_score":0.1698439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4148084783887518,"score_gpt":0.4710203726064657,"score_spread":0.05621189421771389,"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."}}