{"id":"W227599969","doi":"","title":"Bruits de ville: Montréal: Des tomates sur un toit","year":2012,"lang":"fr","type":"article","venue":"Urbanisme","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008605983,0.0002979258,0.0003833018,0.00004168464,0.00131452,0.0001154871,0.0003224977,0.0003301518,0.001955227],"category_scores_gemma":[0.0004195345,0.0003103888,0.0002089364,0.0004992479,0.0009938098,0.0005998709,0.0001312889,0.0002241856,0.000972453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009180075,"about_ca_system_score_gemma":0.0001409002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0538598,"about_ca_topic_score_gemma":0.009175151,"domain_scores_codex":[0.9970072,0.0003133145,0.0003083713,0.0002568051,0.0004618691,0.00165246],"domain_scores_gemma":[0.998715,0.0002987868,0.0001259808,0.0001834983,0.000136987,0.0005397626],"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":[0.000009457578,0.0005597991,0.05388957,0.00008866323,0.0002647556,0.00002426907,0.1615485,0.000005859825,0.000159708,0.4688706,0.2394775,0.07510132],"study_design_scores_gemma":[0.0003089334,0.0000748451,0.04211963,0.0000651159,0.0001014373,0.000006467677,0.005900498,0.00004755687,0.0003448428,0.02188367,0.9286859,0.0004611266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2686897,0.5447796,0.0001823793,0.005219969,0.004815915,0.0002961243,0.00003899175,0.0002635201,0.1757137],"genre_scores_gemma":[0.8855347,0.009931993,0.001147731,0.0007537769,0.002776122,0.00002848396,0.000003500666,0.00004112755,0.09978256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6892084,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538853335377391,"score_gpt":0.240264138124392,"score_spread":0.2048756047706181,"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."}}