{"id":"W4409846827","doi":"10.26522/vp.v22i1.5068","title":"Berlin","year":2025,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.000284019,0.001489156,0.0007870196,0.002468111,0.001076967,0.00265451,0.0006377781,0.0008714952,0.5709395],"category_scores_gemma":[0.0004762643,0.0004902754,0.0004457497,0.002417551,0.0004108272,0.001985118,0.001580394,0.00141346,0.3654507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007020453,"about_ca_system_score_gemma":0.0003360294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590847,"about_ca_topic_score_gemma":0.007949076,"domain_scores_codex":[0.9997159,0.0000312373,0.00001725267,0.00008969293,0.0001004212,0.00004540101],"domain_scores_gemma":[0.9998738,0.00002199869,0.00001090078,0.00002897066,0.00003626769,0.00002819412],"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":[0.000148015,0.00005229516,0.0003364679,0.0003353699,0.00001769807,0.0002826157,0.00009243827,0.0004471466,0.00208683,0.009976724,0.6503028,0.3359216],"study_design_scores_gemma":[0.000008422627,0.00001150638,0.001060668,0.0000564163,0.00000327039,0.0002063015,0.00003839751,0.00005230907,0.0001790823,0.0008831304,0.9974956,0.000004837842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002648309,0.03546102,0.001883392,0.00228857,0.006123952,0.00009041219,0.007711841,0.001068451,0.942724],"genre_scores_gemma":[0.007166861,0.01006021,0.001493893,0.0002167074,0.000530976,0.00005470075,0.002894751,0.0004051869,0.9771768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5709395,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00866603948454911,"score_gpt":0.232693716925729,"score_spread":0.2240276774411799,"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."}}