{"id":"W4386263453","doi":"10.7202/1103290ar","title":"[ Sans Titre - No Title ]Martin, O. (2020). L’empire des chiffres. Une sociologie de la quantification. Armand Colin","year":2022,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Empire; Philosophy; Art; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001939412,0.002086195,0.00176906,0.005376435,0.002379206,0.007526062,0.003328326,0.003546301,0.3320782],"category_scores_gemma":[0.01693911,0.0009480977,0.00129578,0.009628367,0.001600781,0.009402031,0.002672716,0.006128654,0.2770354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004429114,"about_ca_system_score_gemma":0.005009932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03954604,"about_ca_topic_score_gemma":0.03868745,"domain_scores_codex":[0.9972582,0.0003952569,0.0002564224,0.0004050533,0.001470514,0.0002145528],"domain_scores_gemma":[0.9864277,0.002190871,0.0009716786,0.0008465826,0.00908595,0.0004772354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000166741,0.000005230116,0.00007985259,0.0003107865,0.000006857001,0.000009557829,0.00004899517,0.00001715846,0.00005186246,0.003071915,0.9787424,0.01763886],"study_design_scores_gemma":[0.000006043333,0.000007115314,0.0004250088,0.0007419141,0.000007069779,0.00002923869,0.00005893475,0.00001803879,0.00008350395,0.0009800218,0.997631,0.00001208834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005428786,0.1964,0.003163435,0.1139566,0.254205,0.0002300111,0.02502013,0.001146247,0.4053358],"genre_scores_gemma":[0.00951749,0.1565647,0.003133248,0.02475861,0.04685831,0.0005396485,0.02305,0.001957045,0.7336208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9976208,"threshold_uncertainty_score":0.9527094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5885285723825409,"score_gpt":0.5310242959508336,"score_spread":0.0575042764317073,"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."}}