{"id":"W4241735968","doi":"10.4000/estampe.1071","title":"Érik Desmazières","year":2012,"lang":"fr","type":"article","venue":"Nouvelles de l estampe","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007513667,0.0002477301,0.0003000506,0.00004618584,0.0009421326,0.00007824353,0.0003103211,0.0003618802,0.002180113],"category_scores_gemma":[0.0002840966,0.0002631498,0.000195088,0.0004641709,0.001318196,0.0003710048,0.0001148202,0.0002951315,0.001449008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007278689,"about_ca_system_score_gemma":0.0003187175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345731,"about_ca_topic_score_gemma":0.004655655,"domain_scores_codex":[0.997404,0.0003368399,0.0002532378,0.000217041,0.0004122141,0.001376705],"domain_scores_gemma":[0.9988284,0.0003181664,0.0001070087,0.0001769715,0.00008706155,0.0004823702],"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":[0.0000085493,0.0003381861,0.02276597,0.00005055517,0.0001026902,0.0000087802,0.188185,0.000005478796,0.00002625002,0.5404156,0.2046451,0.0434478],"study_design_scores_gemma":[0.0001691981,0.00004232036,0.009635582,0.00004869961,0.00006700268,0.000002952796,0.02284729,0.00002141889,0.00006179843,0.003463375,0.9633204,0.0003199601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1900812,0.258023,0.0003768376,0.007995368,0.01012095,0.0002604066,0.00003033823,0.0001558051,0.5329561],"genre_scores_gemma":[0.853104,0.01657425,0.001917908,0.0009607021,0.005152138,0.00002137127,0.000003661721,0.00003222362,0.1222338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7586753,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624995609527104,"score_gpt":0.2781738351959622,"score_spread":0.2319238791006911,"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."}}