{"id":"W2433991672","doi":"10.4000/vertigo.17372","title":"Le transect : outil de dialogue interdisciplinaire et de médiation","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":10,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005270273,0.0001377068,0.0001923363,0.00003228831,0.0005616668,0.00004539841,0.0002000062,0.0001967655,0.0001580788],"category_scores_gemma":[0.0002356919,0.00011701,0.0001717424,0.0002062878,0.0006265721,0.0002562597,0.00004975257,0.0001142372,0.0001503222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007850956,"about_ca_system_score_gemma":0.0008832475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009136963,"about_ca_topic_score_gemma":0.04487241,"domain_scores_codex":[0.9984231,0.0004343168,0.0001858381,0.0002125554,0.0002022706,0.0005419482],"domain_scores_gemma":[0.9993969,0.0002320571,0.00005966047,0.0001037167,0.00004823005,0.0001594366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002043731,0.0001388392,0.01725514,0.00002492336,0.00007285101,0.00001009037,0.09763389,0.000004358993,0.0004709912,0.7868538,0.03558581,0.06192882],"study_design_scores_gemma":[0.001012766,0.0001577233,0.102064,0.0002778092,0.00007732155,0.000001688117,0.003207376,0.00004267526,0.0005599618,0.2193439,0.6728134,0.0004414282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3463863,0.02767065,0.05359897,0.1695283,0.006249264,0.0004510159,0.0001187116,0.0002619609,0.3957349],"genre_scores_gemma":[0.974281,0.002282969,0.0002594533,0.0007147875,0.0007813011,0.00002166211,0.000001841684,0.00001513143,0.02164193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6372275,"threshold_uncertainty_score":0.9974613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027166461866154,"score_gpt":0.2785243369270078,"score_spread":0.2513578750608538,"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."}}