{"id":"W3112036943","doi":"10.4000/books.pup.18312","title":"Une facette méconnue","year":2015,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Provence eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004292951,0.0006433353,0.0007205098,0.0001411927,0.001375198,0.000143058,0.001119549,0.0007136021,0.0006134182],"category_scores_gemma":[0.0001807352,0.0007447639,0.0003590502,0.0001071596,0.004174118,0.0003491744,0.0005486077,0.0007215004,0.0003784405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734923,"about_ca_system_score_gemma":0.0009999659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450403,"about_ca_topic_score_gemma":0.006505393,"domain_scores_codex":[0.9968545,0.0001947194,0.0003740006,0.0007403585,0.0008596463,0.0009768178],"domain_scores_gemma":[0.9977739,0.0002945799,0.0004408974,0.0004109788,0.0005275992,0.0005519859],"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":[0.00004003963,0.00003069839,0.00008160184,0.0001086184,0.0003222987,0.0001846881,0.01139462,0.00003906347,0.00006145651,0.8863785,0.0213796,0.07997888],"study_design_scores_gemma":[0.000305033,0.0001323863,0.00003410508,0.0003003378,0.0002697249,0.000003309771,0.002287195,0.00003972133,0.00004551698,0.2707081,0.7252554,0.0006190984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004389324,0.01831701,0.0003650777,0.006040211,0.001289079,0.0007543314,0.000125821,0.0002226265,0.9724469],"genre_scores_gemma":[0.3598408,0.001975951,0.0005681057,0.0002219864,0.0009996329,0.0000151739,0.00001722646,0.00007445639,0.6362867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7038758,"threshold_uncertainty_score":0.9999249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05709791997761073,"score_gpt":0.2451156802032128,"score_spread":0.1880177602256021,"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."}}