{"id":"W4252225466","doi":"10.4000/vertigo.5271","title":"Brigitte Dumas, Camilles Raymond et Jean-Guy Vaillancourt (dir.), Les sciences sociales de l'environnement","year":2008,"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":"Art; Humanities; Art history; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003441922,0.001459805,0.001010059,0.002494425,0.002045402,0.005435985,0.001286372,0.002903981,0.01742573],"category_scores_gemma":[0.006866206,0.0006467963,0.0005399791,0.002299409,0.001717408,0.006169779,0.001579865,0.003861969,0.01127887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002161263,"about_ca_system_score_gemma":0.002191925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435517,"about_ca_topic_score_gemma":0.02386646,"domain_scores_codex":[0.9970582,0.001056248,0.0001652769,0.0005358368,0.000999784,0.000184562],"domain_scores_gemma":[0.996982,0.001604532,0.0003303533,0.00006775032,0.0007175832,0.0002976378],"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":[0.00008920444,0.00002096862,0.0006806948,0.001215451,0.00003125338,0.0001564663,0.001729904,0.00007867498,0.0006214128,0.01141095,0.8908637,0.09310126],"study_design_scores_gemma":[0.000007673973,0.00001575162,0.00149278,0.0003117424,0.00001177577,0.0002805375,0.0007293226,0.00003503973,0.0002746053,0.003044499,0.9937724,0.00002392165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001213485,0.8101613,0.003012515,0.115928,0.05618001,0.00004042148,0.0003366828,0.0001511698,0.01297634],"genre_scores_gemma":[0.01694238,0.7778387,0.00352827,0.04242381,0.04019926,0.0001399038,0.0005565454,0.0003538988,0.1180172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01742573,"threshold_uncertainty_score":0.05829495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08807252686965791,"score_gpt":0.28582105491226,"score_spread":0.1977485280426021,"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."}}