{"id":"W2134239217","doi":"10.3917/empa.098.0129","title":"Pourquoi le social a besoin de Magritte","year":2015,"lang":"fr","type":"article","venue":"Empan","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Campus Notre-Dame-de-Foy","funders":"","keywords":"Humanities; Philosophy; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0007768217,0.0001682091,0.000276069,0.0000312764,0.0009365756,0.0001030503,0.0002695397,0.0002417704,0.0002652285],"category_scores_gemma":[0.0003121537,0.0001874883,0.0001644474,0.0004000928,0.001039357,0.0001954697,0.00009377301,0.0002434422,0.0007609292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006426659,"about_ca_system_score_gemma":0.0009008328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08453384,"about_ca_topic_score_gemma":0.01725723,"domain_scores_codex":[0.998041,0.000378798,0.0001968787,0.0002245429,0.0004352206,0.0007235625],"domain_scores_gemma":[0.9992809,0.00008719541,0.00008398449,0.00008661886,0.0001238586,0.000337488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005857274,0.0001214794,0.001824197,0.000008776464,0.00004629311,0.00001622055,0.1519947,0.000001577217,0.000005158621,0.1864199,0.649879,0.0096768],"study_design_scores_gemma":[0.0004306726,0.00005150775,0.005220351,0.00001584566,0.00003501776,0.00000132686,0.04108213,0.00002177221,0.00001049489,0.05206735,0.9008321,0.0002313987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1476482,0.04505571,0.0001125726,0.1403175,0.004031669,0.0002207577,0.00003356087,0.0001435648,0.6624364],"genre_scores_gemma":[0.7121159,0.0003204208,0.0005535362,0.001278688,0.006622446,0.00001493656,0.000004004699,0.0000229444,0.2790672],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5644677,"threshold_uncertainty_score":0.9780459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232295492657325,"score_gpt":0.3038081927223596,"score_spread":0.1805786434566271,"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."}}