{"id":"W4399845322","doi":"10.1515/9782763712994-003","title":"La recherche collaborative : nouvelle dynamique de recherche en éducation","year":2001,"lang":"fr","type":"book-chapter","venue":"","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0194495,0.0003959853,0.0003578061,0.0001264001,0.0005199976,0.000183316,0.0004930615,0.004019441,0.01653567],"category_scores_gemma":[0.01020936,0.0004009181,0.0001553708,0.0004722142,0.0007663418,0.0004846783,0.00006914777,0.003641473,0.001379311],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00772658,"about_ca_system_score_gemma":0.01219024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01958878,"about_ca_topic_score_gemma":0.02970936,"domain_scores_codex":[0.9839864,0.01424848,0.0004494976,0.0004530772,0.0003942317,0.000468259],"domain_scores_gemma":[0.95499,0.04332931,0.0004588894,0.0003011851,0.0006460869,0.0002744773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001463557,0.0001070738,0.00007701703,0.00003272394,0.00009410315,0.000002841277,0.120601,0.00001282142,0.00002725332,0.8444256,0.009867053,0.02473785],"study_design_scores_gemma":[0.00006996671,0.00005219775,0.0001003139,0.0001071564,0.00008734617,0.00001056982,0.0795183,0.00004718029,0.00002113734,0.1917702,0.727872,0.0003436234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001014406,0.000929478,0.0008151081,0.1023015,0.000771137,0.0004432679,0.00004073041,0.00006288467,0.8936215],"genre_scores_gemma":[0.007285694,0.04272697,0.03544049,0.002215728,0.001499379,0.00005814923,0.00006098622,0.0000582468,0.9106544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7180049,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5400619915302848,"score_gpt":0.5225698380126901,"score_spread":0.0174921535175947,"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."}}