{"id":"W2148949072","doi":"10.7202/1020820ar","title":"Recherche-action et recherche collaborative","year":2013,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01283946,0.0003335699,0.0003949223,0.00008575911,0.001038923,0.0002542855,0.0003387154,0.001947426,0.002153447],"category_scores_gemma":[0.009472688,0.000371266,0.000154283,0.001101218,0.003212402,0.001192082,0.0000471922,0.001436654,0.0007561924],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883259,"about_ca_system_score_gemma":0.01604602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007425291,"about_ca_topic_score_gemma":0.005419132,"domain_scores_codex":[0.9763938,0.02163705,0.0005426129,0.0004876914,0.0003681699,0.0005706744],"domain_scores_gemma":[0.9849003,0.01297657,0.0004618548,0.0002055871,0.001257152,0.0001985685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003175771,0.0001921668,0.0003972707,0.00004033659,0.00009167712,2.90682e-7,0.3618932,0.00000226414,0.000248032,0.5785798,0.03643402,0.02211777],"study_design_scores_gemma":[0.0001693243,0.00009736329,0.001916301,0.00009086094,0.00004358925,0.000001023921,0.6473787,0.00002347961,0.0002814023,0.1163552,0.2332848,0.0003579237],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2200059,0.01249028,0.001951104,0.4584698,0.007734152,0.001812031,0.00008500208,0.0003936291,0.2970582],"genre_scores_gemma":[0.4905986,0.08322383,0.2496152,0.007661799,0.01277311,0.0009390292,0.0002570999,0.0001305566,0.1548008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4622245,"threshold_uncertainty_score":0.9998739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.780502383509469,"score_gpt":0.589774695548109,"score_spread":0.19072768796136,"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."}}