{"id":"W4230461325","doi":"10.7202/1086785ar","title":"Panorama du développement de la recherchequalitative : analyse critique des thèses produites ensciences humaines et sociales depuis dix ans (1996-2005), en langue françaisedans les universités francophones au Québec","year":2007,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Sociology; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06953965,0.0007270504,0.001064613,0.0006086451,0.00266692,0.0003806239,0.001200846,0.0007227566,0.0003160585],"category_scores_gemma":[0.02584711,0.0006812767,0.0006247386,0.002360723,0.008853211,0.001628669,0.0002531744,0.00134605,0.00004552581],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004102876,"about_ca_system_score_gemma":0.005981508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4455571,"about_ca_topic_score_gemma":0.6591617,"domain_scores_codex":[0.9477143,0.04764691,0.001143532,0.001018512,0.0009581849,0.001518574],"domain_scores_gemma":[0.9251131,0.07264465,0.0007074559,0.0003907637,0.0006095749,0.0005344693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000648215,0.0005268494,0.1235545,0.0002529256,0.0005503492,0.00005946876,0.7688515,0.00003858309,0.004055656,0.04561124,0.0005245931,0.05590951],"study_design_scores_gemma":[0.0004358247,0.000203167,0.1766923,0.000629646,0.0003262785,0.000004534499,0.7492644,0.00005338604,0.0015319,0.05220252,0.01780899,0.0008470414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888301,0.0102156,0.04979013,0.03460638,0.000329936,0.0004225383,0.0002434205,0.0001774398,0.01538441],"genre_scores_gemma":[0.8689666,0.00688323,0.1169632,0.0004624328,0.0008160145,0.00002932887,0.00005811606,0.00006881529,0.00575221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2136046,"threshold_uncertainty_score":0.9997202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927835763541981,"score_gpt":0.4689126333499101,"score_spread":0.276129056995712,"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."}}