{"id":"W2767488763","doi":"10.4000/insitu.15616","title":"« Sortez des clichés ! Regard sur des patrimoines vivants »","year":2017,"lang":"fr","type":"article","venue":"In Situ","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Political 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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006913589,0.0002199279,0.0003997216,0.00004751762,0.002723444,0.0002970984,0.0006236914,0.0002488733,0.0001871128],"category_scores_gemma":[0.001453921,0.0002246288,0.0001653146,0.0001947491,0.004524932,0.0006700613,0.0002081283,0.0002186862,0.0002800977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198689,"about_ca_system_score_gemma":0.0001422437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08600075,"about_ca_topic_score_gemma":0.3910378,"domain_scores_codex":[0.9980319,0.0002123709,0.0003129041,0.0003331325,0.0003579719,0.0007517253],"domain_scores_gemma":[0.9989015,0.0002107233,0.0002145879,0.0003459327,0.0001641632,0.0001631343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002119669,0.0002735362,0.6137382,0.0001148315,0.00008768251,0.0001440207,0.07322717,0.00000308233,0.0001552362,0.02585855,0.02009317,0.2662833],"study_design_scores_gemma":[0.0005713207,0.00006610353,0.6733671,0.0003321643,0.00004140737,0.000001300322,0.004803512,0.000008336321,0.0001540144,0.0797717,0.2404971,0.0003859552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6858563,0.04071602,0.00001129365,0.001805602,0.002746191,0.0001517895,0.00001115834,0.00003765705,0.2686639],"genre_scores_gemma":[0.9330204,0.0145309,0.0002875149,0.00009900708,0.001324256,0.00001155613,9.832944e-7,0.0000170302,0.05070837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3050371,"threshold_uncertainty_score":0.9985749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114979781174885,"score_gpt":0.326622712189465,"score_spread":0.2151247340719765,"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."}}