{"id":"W4210353335","doi":"10.4000/rsa.4858","title":"Comment la sociologie trouve-t-elle son fait ?","year":2021,"lang":"fr","type":"article","venue":"Recherches sociologiques et anthropologiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","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":[0.0261391,0.0007546468,0.001142532,0.0001413431,0.001491613,0.0001943366,0.0008460577,0.00441102,0.002432879],"category_scores_gemma":[0.01540525,0.0007664092,0.0006871996,0.0006749223,0.02210131,0.0005887129,0.0003346343,0.003269318,0.0002079218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032329,"about_ca_system_score_gemma":0.004092741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927375,"about_ca_topic_score_gemma":0.000460247,"domain_scores_codex":[0.9444768,0.05149519,0.0009682794,0.001213716,0.0004040955,0.001441883],"domain_scores_gemma":[0.9712843,0.02635008,0.0005887946,0.0006029228,0.0008629886,0.0003109346],"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":[0.00001232341,0.0009154325,0.01328915,0.0001363989,0.0003424578,0.00003336432,0.08438024,0.000006241055,0.0001559107,0.819665,0.06672467,0.01433877],"study_design_scores_gemma":[0.0003342905,0.0004760114,0.0034716,0.0002288602,0.0001282985,0.00002867837,0.3632956,0.00002648525,0.000966927,0.2526539,0.37761,0.0007794403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05346231,0.05170484,0.005195295,0.710362,0.00625226,0.0005856163,0.0001188761,0.001016074,0.1713027],"genre_scores_gemma":[0.4055433,0.4383725,0.1096461,0.01777229,0.004709005,0.000259486,0.0004521318,0.0001097382,0.02313542],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6925898,"threshold_uncertainty_score":0.9998083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6022411559387629,"score_gpt":0.5729712396856221,"score_spread":0.02926991625314079,"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."}}