{"id":"W3159194914","doi":"10.7202/1076534ar","title":"La recherche qualitative : une analyse du vécu humain. Clarification conceptuelle à partir de nos recherches avec des personnes marginalisées","year":2021,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":13,"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":["metaresearch","sts"],"category_scores_codex":[0.03123844,0.0006015715,0.0007712046,0.0001219325,0.002312343,0.0003486011,0.0006660533,0.001777131,0.0005735458],"category_scores_gemma":[0.01100212,0.0006677519,0.0006258218,0.001686356,0.01270621,0.0008092503,0.00007518988,0.001902002,0.00006875431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232766,"about_ca_system_score_gemma":0.003826874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905874,"about_ca_topic_score_gemma":0.006590131,"domain_scores_codex":[0.9605583,0.03582149,0.000885288,0.001092738,0.0006014808,0.001040691],"domain_scores_gemma":[0.9682694,0.02944741,0.0004390868,0.0004691034,0.0009968142,0.0003781472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003087916,0.000623079,0.0008439186,0.0004251863,0.0003793807,0.000008077365,0.7843253,0.00007051854,0.0009671861,0.1992735,0.0008569596,0.01219608],"study_design_scores_gemma":[0.0005331187,0.00006859982,0.01309452,0.0003259742,0.0003475221,0.00001453259,0.7133796,0.0001320594,0.001215957,0.26379,0.006553029,0.0005450569],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760177,0.02212306,0.01850528,0.1509766,0.0009625302,0.0005311552,0.0001022917,0.0002198239,0.03056163],"genre_scores_gemma":[0.8856273,0.01150687,0.09364583,0.0005527363,0.001905976,0.0003554416,0.0002929145,0.00008800846,0.006024939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504238,"threshold_uncertainty_score":0.9995773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.603938251735884,"score_gpt":0.5597903229858633,"score_spread":0.04414792875002072,"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."}}