{"id":"W45816768","doi":"10.4000/sociologies.3553","title":"De l’utilité de la réflexion sur l’utilité de la sociologie","year":2021,"lang":"fr","type":"article","venue":"SociologieS","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Sociology; Ethnology; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0171933,0.0004682624,0.000723845,0.00004009856,0.001432809,0.0002835704,0.0008369075,0.002938369,0.002480935],"category_scores_gemma":[0.02909943,0.0004568954,0.0006599833,0.0003986928,0.01068369,0.0006264957,0.0004352122,0.002353681,0.0002058378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159922,"about_ca_system_score_gemma":0.00378711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082413,"about_ca_topic_score_gemma":0.00003438939,"domain_scores_codex":[0.9636816,0.0331911,0.0005413553,0.000760717,0.0002897553,0.001535457],"domain_scores_gemma":[0.9552813,0.04340011,0.0003297091,0.0004745511,0.0001954405,0.0003189296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002325128,0.0005034509,0.07330738,0.0001301846,0.0003302599,0.0006769521,0.05165521,0.00009278042,0.001626036,0.8187116,0.01257818,0.0401554],"study_design_scores_gemma":[0.0003200457,0.0001295767,0.03068019,0.00005526514,0.00008980744,0.00004445773,0.04514204,0.00004819825,0.0003528617,0.6197625,0.3029958,0.0003791869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6727345,0.06889059,0.0005536856,0.03536716,0.001081131,0.0002167534,0.00007511178,0.0004975626,0.2205835],"genre_scores_gemma":[0.9426483,0.02983606,0.001863334,0.003912403,0.0009396945,0.00005759537,0.00002911101,0.00003233299,0.0206812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904176,"threshold_uncertainty_score":0.9999479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08340874738573799,"score_gpt":0.3956869669542812,"score_spread":0.3122782195685432,"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."}}