{"id":"W7133277566","doi":"","title":"Review of MHAC aquaculture siting baseline assessments","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; Department of Fisheries and Land Resources","keywords":"Bay; Baseline (sea); Benthic zone; Aquaculture; Habitat; Marine spatial planning; Ecosystem; Scale (ratio); Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":true,"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":[0.01068838,0.001122607,0.001283086,0.01155145,0.0004172744,0.001774486,0.004045514,0.0009750015,0.006489278],"category_scores_gemma":[0.02450175,0.0007135699,0.001857577,0.0130044,0.0005874126,0.001851873,0.001189397,0.0009328626,0.001421631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494828,"about_ca_system_score_gemma":0.01621254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03794684,"about_ca_topic_score_gemma":0.04865609,"domain_scores_codex":[0.9915518,0.001710579,0.001754826,0.0004839966,0.004294241,0.0002045282],"domain_scores_gemma":[0.9625149,0.01140733,0.005077947,0.001025837,0.01956026,0.0004136102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001850002,0.00005922578,0.002581886,0.08453748,0.0003629777,0.0001047669,0.0002448091,0.002171649,0.0006177689,0.002968274,0.06955757,0.8366086],"study_design_scores_gemma":[0.00002952042,0.0002906875,0.01924603,0.09705365,0.0006803756,0.0002058187,0.000516182,0.0005294951,0.001055233,0.001203236,0.8791127,0.0000770822],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004178009,0.9501182,0.004553997,0.00331723,0.001327205,0.0004950878,0.01167366,0.0003053689,0.02403127],"genre_scores_gemma":[0.02523539,0.9536992,0.007987958,0.001499224,0.0003701278,0.0004718967,0.008337328,0.0000697068,0.002329183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9620532,"threshold_uncertainty_score":0.07545197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261600950104849,"score_gpt":0.277367039839201,"score_spread":0.2647510303381525,"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."}}