{"id":"W4400313881","doi":"10.4000/11y0m","title":"Échelles et variations des couleurs des champs","year":2024,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002093873,0.000827119,0.0005589776,0.00452938,0.001738456,0.004958821,0.0009443487,0.001373198,0.03484808],"category_scores_gemma":[0.00944362,0.0006749266,0.0007371869,0.004119422,0.001774478,0.003049089,0.00153272,0.001287987,0.005704844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301087,"about_ca_system_score_gemma":0.001212066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02643862,"about_ca_topic_score_gemma":0.02908591,"domain_scores_codex":[0.9977187,0.0002536094,0.0001019925,0.0007840912,0.0008316268,0.000309989],"domain_scores_gemma":[0.9931431,0.002904056,0.0006810657,0.0006289734,0.002329834,0.0003129144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000869817,0.0001327068,0.2214327,0.0008319207,0.0003332008,0.000707345,0.01267498,0.06209079,0.04535993,0.1139686,0.009237844,0.5323603],"study_design_scores_gemma":[0.00008506078,0.0005602748,0.5084286,0.00061738,0.0002772998,0.002054055,0.02441656,0.08029943,0.04996759,0.07810699,0.2544529,0.0007338059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6709423,0.002632986,0.1751955,0.001473216,0.0004728774,0.0001394712,0.006434893,0.002575105,0.1401337],"genre_scores_gemma":[0.9228715,0.0006455562,0.0316564,0.0000952963,0.00005943522,0.000149751,0.001609667,0.0006541613,0.0422584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03484808,"threshold_uncertainty_score":0.1165784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06898168077603876,"score_gpt":0.3088191126713946,"score_spread":0.2398374318953558,"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."}}