{"id":"W2192505565","doi":"","title":"Du champ des hommes","year":2002,"lang":"fr","type":"article","venue":"CV Photo","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanism; Reading (process); Redevelopment; Sociology; Photography; Population; Visual arts; History; Art; Art history; Humanities; Architecture; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007852765,0.0001633764,0.0001745031,0.00003379925,0.0008856755,0.0005766095,0.00015008,0.0000787168,0.1083019],"category_scores_gemma":[0.0000229837,0.0001533728,0.0001482473,0.00003609287,0.0006277327,0.0004967923,0.00005807988,0.0001513979,0.005728195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005335578,"about_ca_system_score_gemma":0.000005376517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532946,"about_ca_topic_score_gemma":0.006275207,"domain_scores_codex":[0.9991682,0.00004068331,0.0001735166,0.0001782956,0.0001171969,0.000322165],"domain_scores_gemma":[0.9995903,0.00002768416,0.00004565469,0.0001603586,0.0000761763,0.00009987055],"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":[0.000008510928,0.0003944182,0.0002981596,0.0003241473,0.000084384,0.0001134697,0.1951081,0.000001178824,0.0004568584,0.3089215,0.4820973,0.01219206],"study_design_scores_gemma":[0.000232971,0.0000702605,0.0003696364,0.000123312,0.00002642313,0.00002169493,0.008996074,0.00009166109,0.0002970508,0.003519948,0.986022,0.0002289441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6374068,0.04460565,0.000001963445,0.003157125,0.001804939,0.000130405,0.000100778,0.00007335134,0.312719],"genre_scores_gemma":[0.4231011,0.00424901,0.00001741197,0.0005577782,0.001769854,0.0000100769,0.000006917175,0.00001519032,0.5702726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5039248,"threshold_uncertainty_score":0.995046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529727007019565,"score_gpt":0.220782776497942,"score_spread":0.1554855064277463,"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."}}