{"id":"W6991602600","doi":"","title":"Impacts of climate changes on dissolved oxygen&#13;\\nconcentrations in Quebec Province lakes.","year":2017,"lang":"fr","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Habitat; Hydrology (agriculture); Environmental factor; Water resources","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":[0.0003525818,0.0002301496,0.000167152,0.0003444141,0.0005943377,0.0008235576,0.0004831904,0.000429773,0.001801145],"category_scores_gemma":[0.000680711,0.0001443159,0.0004139277,0.0005952916,0.0002796279,0.0003830847,0.0003692567,0.0004081289,0.0001423523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01511478,"about_ca_system_score_gemma":0.007805616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838817,"about_ca_topic_score_gemma":0.9882244,"domain_scores_codex":[0.9998975,0.00001621105,0.000004352001,0.00002571272,0.00002806428,0.00002816915],"domain_scores_gemma":[0.9997047,0.00004721243,0.00003948442,0.00001456037,0.0001507725,0.00004336821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003332016,0.0001106455,0.8529274,0.000250838,0.0004096541,0.0002752884,0.0006296509,0.1019511,0.005750047,0.00157306,0.01093307,0.02485597],"study_design_scores_gemma":[0.00003502725,0.00003845673,0.8922916,0.00005513618,0.00008836335,0.00001749071,0.0007623876,0.0964354,0.001170519,0.0002440433,0.008826953,0.0000347369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808172,0.0007348394,0.001149172,0.001275827,0.0000451037,0.00003364441,0.009817332,0.00009440596,0.006032352],"genre_scores_gemma":[0.9931688,0.0003338588,0.0006790092,0.0001133426,0.000005725017,0.00001923438,0.002533329,0.00001655632,0.003130215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611829,"threshold_uncertainty_score":0.1096659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946829964204435,"score_gpt":0.3366188581499097,"score_spread":0.2871505585078653,"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."}}