{"id":"W2793798015","doi":"10.1522/rhe.v1i1.7","title":"Analyse transversale des projets de recherches participatives réalisées au Consortium régional de recherche en éducation entre 1998 et 2016","year":2017,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01238037,0.000250352,0.0003072153,0.00006358605,0.001336699,0.0004083208,0.0007451094,0.0004662986,0.0001451049],"category_scores_gemma":[0.01041813,0.0002751968,0.0002155108,0.0003787644,0.001367547,0.001386331,0.00004685348,0.0005673317,0.0001056215],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0111362,"about_ca_system_score_gemma":0.01475875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.189461,"about_ca_topic_score_gemma":0.139734,"domain_scores_codex":[0.9927621,0.0049621,0.0004256275,0.0005204163,0.0003435851,0.0009861266],"domain_scores_gemma":[0.9963915,0.001894668,0.0006797611,0.0004334378,0.0002070087,0.0003936547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000365284,0.000396365,0.161592,0.0001670116,0.0000839319,0.000008186331,0.783145,0.0001120334,0.00119765,0.01205577,0.01162879,0.02957678],"study_design_scores_gemma":[0.0004000994,0.00009641864,0.7273316,0.0008939485,0.0003345945,0.00002673905,0.1111044,0.001560925,0.003591007,0.1094852,0.04455764,0.0006175247],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984286,0.001565351,0.001881878,0.08445046,0.001191997,0.0003810048,0.00005423462,0.00004805259,0.01199843],"genre_scores_gemma":[0.9605015,0.00596919,0.00768526,0.0004204391,0.001239893,0.0001320801,0.00002218758,0.00002480081,0.02400467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6720406,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5187664242939544,"score_gpt":0.5049392410304893,"score_spread":0.0138271832634651,"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."}}