{"id":"W7133277885","doi":"","title":"Estimating impacts and offsets for death of fish","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Habitat; Fish <Actinopterygii>; Selection (genetic algorithm); Harm; Residual; Offset (computer science); Fishing; Fish mortality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008693967,0.001539384,0.0008642256,0.006518008,0.0003299642,0.001433808,0.001321704,0.0008119738,0.00505489],"category_scores_gemma":[0.01373474,0.0005084247,0.002130829,0.003094418,0.0005078311,0.002551371,0.001568143,0.001062883,0.002158386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167126,"about_ca_system_score_gemma":0.002314391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495572,"about_ca_topic_score_gemma":0.02355651,"domain_scores_codex":[0.9951063,0.001063661,0.0003849808,0.0005054428,0.002789625,0.0001500636],"domain_scores_gemma":[0.9930033,0.003249236,0.001385501,0.0002202527,0.002061146,0.00008053803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001657417,0.00006446983,0.06913372,0.005853264,0.001002834,0.0001405075,0.0001930819,0.05103527,0.001540253,0.01148903,0.02237282,0.837009],"study_design_scores_gemma":[0.00009060129,0.001657921,0.2660059,0.01156689,0.002539594,0.0007880072,0.001668901,0.1287288,0.01644976,0.06990804,0.5000689,0.000526628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06279682,0.2078281,0.5967598,0.004899182,0.002752318,0.001594527,0.01978757,0.001457677,0.1021241],"genre_scores_gemma":[0.3807636,0.262756,0.2857339,0.001728091,0.001204305,0.002046424,0.02600479,0.0004695999,0.03929327],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01495572,"threshold_uncertainty_score":0.04597861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179360915007925,"score_gpt":0.2535188967595264,"score_spread":0.2417252876094471,"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."}}