{"id":"W6999814829","doi":"","title":"Développement d'une méthode SIG pour identifier les zones potentielles de refroidissement sur les rivières à saumon : analyse spatiale appliquée à la rivière Ouelle","year":2025,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban environment; Environmental factor; Statistical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001458926,0.001351109,0.001083161,0.001509562,0.0005279757,0.002019414,0.001209872,0.00147297,0.003601332],"category_scores_gemma":[0.003012332,0.0006596838,0.001273154,0.001502307,0.0004688679,0.0008228308,0.0008095781,0.0011117,0.001918596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00054903,"about_ca_system_score_gemma":0.002099202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634412,"about_ca_topic_score_gemma":0.019548,"domain_scores_codex":[0.9991446,0.0001496213,0.0000561911,0.0002864072,0.0002826483,0.00008057666],"domain_scores_gemma":[0.9984458,0.000595663,0.0001294918,0.0001234005,0.0006633462,0.00004237898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004273497,0.0001803467,0.01901886,0.0006584377,0.0003652981,0.0002049381,0.001112506,0.03696103,0.1993123,0.002093489,0.002535928,0.7371295],"study_design_scores_gemma":[0.0001168911,0.0004065468,0.04419433,0.0001336347,0.0002706632,0.0005675748,0.001092399,0.789485,0.1304077,0.002382717,0.03072678,0.0002157629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02652409,0.0002619809,0.968813,0.00006224468,0.00005428952,0.0001309294,0.0003806474,0.002885139,0.000887705],"genre_scores_gemma":[0.09410674,0.0002617998,0.9001501,0.00006381929,0.00001831512,0.0003714078,0.0007200176,0.0003677295,0.003940116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9836559,"threshold_uncertainty_score":0.032498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273815580250088,"score_gpt":0.2084680702151893,"score_spread":0.1957299144126884,"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."}}