{"id":"W4400795012","doi":"10.1515/9782763717326-008","title":"L'Apport de la Recherche Collaborative à Une Méthodologie Mixte: La Transformation des Pratiques Professionnelles en Orientation Mises en Œuvre à la Session D'Accueil et D'Intégration dans les Collèges du Québec","year":2013,"lang":"fr","type":"book-chapter","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Political science; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04282407,0.00104811,0.0008703641,0.002571051,0.01277808,0.01738899,0.003189536,0.00534974,0.01486612],"category_scores_gemma":[0.02274266,0.0008521748,0.001129251,0.00448414,0.01769001,0.009430961,0.008296552,0.006967526,0.002219403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07225045,"about_ca_system_score_gemma":0.1179124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4964213,"about_ca_topic_score_gemma":0.6052445,"domain_scores_codex":[0.9666471,0.0212104,0.0006843152,0.002230993,0.007515353,0.001711706],"domain_scores_gemma":[0.9666129,0.01654543,0.0008611054,0.003449731,0.009993718,0.002537113],"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":[0.00007420933,0.0001547375,0.002206326,0.000846474,0.0000498825,0.0003347313,0.1699988,0.0008528772,0.001453368,0.4649131,0.1307139,0.2284015],"study_design_scores_gemma":[0.0000463225,0.00007704298,0.004079848,0.001376859,0.00003246532,0.0001985201,0.04912641,0.0009254527,0.001200785,0.04818769,0.8946577,0.00009085365],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03611807,0.03577334,0.1471808,0.2021144,0.006510829,0.001969339,0.0007308801,0.0008656654,0.5687367],"genre_scores_gemma":[0.3172393,0.0136991,0.1241099,0.01545991,0.000911004,0.002460225,0.000591439,0.0008528515,0.5246763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5035787,"threshold_uncertainty_score":0.9870636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1941694635762279,"score_gpt":0.4242204945906564,"score_spread":0.2300510310144285,"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."}}