{"id":"W3023840085","doi":"10.26522/vp.v17i1.2482","title":"Un beau fleuve","year":2020,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Pylon; Humanities; Visual arts","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":[0.001573148,0.001203653,0.0006394699,0.001596867,0.004178758,0.008427202,0.0009089849,0.002402027,0.2705038],"category_scores_gemma":[0.003488185,0.0004227986,0.0006419222,0.001328365,0.002278168,0.005240316,0.003629033,0.003461749,0.08885971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003317656,"about_ca_system_score_gemma":0.002864391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548567,"about_ca_topic_score_gemma":0.02702352,"domain_scores_codex":[0.9982933,0.0003065812,0.00004117355,0.0003387982,0.0007679247,0.0002521712],"domain_scores_gemma":[0.9984468,0.0002048246,0.00005799932,0.0002604863,0.0006498565,0.0003800873],"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":[0.00007415852,0.0000240183,0.0003166468,0.0001451588,0.000007183198,0.00016604,0.001025562,0.0001182787,0.0007880486,0.05862807,0.8106851,0.1280217],"study_design_scores_gemma":[0.000001490699,0.000005517305,0.0001346478,0.00003763277,5.930049e-7,0.00005990118,0.0001757136,0.00001602304,0.00004639265,0.0007264249,0.9987926,0.000002926284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00358995,0.02511314,0.004815987,0.03708272,0.02633693,0.00005493677,0.001345879,0.001014749,0.9006456],"genre_scores_gemma":[0.01518335,0.007121866,0.002872383,0.003418722,0.003294817,0.0000331781,0.0006686728,0.0008844332,0.9665226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2705038,"threshold_uncertainty_score":0.9049252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256635181680576,"score_gpt":0.2502263731523515,"score_spread":0.2076600213355458,"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."}}