{"id":"W2256993389","doi":"10.7202/1037919ar","title":"Pourquoi je préfère la recherche quantitative/Pourquoi je préfère la recherche qualitative","year":2016,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.228303,0.00236803,0.004105942,0.008018261,0.00598156,0.01826142,0.005294411,0.009430943,0.02360959],"category_scores_gemma":[0.4764414,0.001108079,0.004081517,0.006422763,0.02339144,0.02866966,0.009094959,0.01865049,0.008775815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009195318,"about_ca_system_score_gemma":0.01913078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545483,"about_ca_topic_score_gemma":0.01218033,"domain_scores_codex":[0.7642617,0.1782344,0.01239197,0.01260992,0.03004401,0.002458058],"domain_scores_gemma":[0.3815265,0.4516736,0.01734709,0.06147805,0.08326916,0.004705601],"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":[0.0006216333,0.0003685241,0.004331881,0.01049976,0.0009717477,0.0005265928,0.02098589,0.001203625,0.001871846,0.775001,0.09499976,0.08861766],"study_design_scores_gemma":[0.000249548,0.0002806935,0.003431658,0.01122333,0.0004950484,0.0007479407,0.01941825,0.002972515,0.003104128,0.6315963,0.3261889,0.0002916659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01002977,0.04335113,0.2401197,0.6026163,0.02843391,0.002061347,0.002131579,0.0008497112,0.07040666],"genre_scores_gemma":[0.2891101,0.03820251,0.4087872,0.1717314,0.01998132,0.01128931,0.001410221,0.001404745,0.05808323],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.228303,"threshold_uncertainty_score":0.9516397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5040912571789321,"score_gpt":0.5107848701211226,"score_spread":0.006693612942190508,"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."}}