{"id":"W2800479716","doi":"10.7202/1045150ar","title":"Introduction : la place de la mobilisation des résultats de la recherche dans les approches inductives : une tension constructive","year":2018,"lang":"fr","type":"article","venue":"Approches inductives Travail intellectuel et construction des connaissances","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; 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"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0180023,0.0007903132,0.0007063643,0.0004441148,0.00269519,0.0004506923,0.0005958983,0.002027077,0.0003579594],"category_scores_gemma":[0.02371665,0.0008535639,0.0002582133,0.002232777,0.2458157,0.00188939,0.00009830295,0.002399793,0.00002523114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465102,"about_ca_system_score_gemma":0.002241676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445441,"about_ca_topic_score_gemma":0.0003056143,"domain_scores_codex":[0.970756,0.02541664,0.000896357,0.001399732,0.0005284549,0.001002835],"domain_scores_gemma":[0.9739223,0.02296931,0.0008038887,0.0004030448,0.001551885,0.000349604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002046905,0.0003935161,0.005938915,0.0001974469,0.000439465,0.000002032653,0.6049259,0.0001104207,0.01783973,0.2462698,0.0009228839,0.1227551],"study_design_scores_gemma":[0.00067605,0.0003574,0.0169651,0.0004440136,0.000245274,0.0009781589,0.7803217,0.0004104373,0.01447261,0.1525577,0.03174917,0.0008223544],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385716,0.004747053,0.1065919,0.003706309,0.001996891,0.00072532,0.00003559611,0.0003360173,0.04328929],"genre_scores_gemma":[0.8915699,0.004803677,0.09732842,0.0001098874,0.004625475,0.0002563914,0.00004255843,0.00009082349,0.001172936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2431205,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2953787553179503,"score_gpt":0.4493006484684014,"score_spread":0.1539218931504511,"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."}}