{"id":"W4402612820","doi":"10.4060/cd2169en","title":"Inland Fisheries in a Basin Management Context","year":2024,"lang":"en","type":"book","venue":"Repository@Hull (Worktribe) (University of Hull)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Government of Canada","keywords":"Fishery; State (computer science); Geography; Oceanography; Computer science; Geology; Biology","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":[0.0002000678,0.0002836918,0.0001829539,0.0005604057,0.001610186,0.004184642,0.0004125818,0.0007411626,0.01734688],"category_scores_gemma":[0.000258575,0.000115457,0.00008734311,0.001804108,0.002225987,0.001525377,0.00129069,0.0009325507,0.0007801619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732984,"about_ca_system_score_gemma":0.002336168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03282573,"about_ca_topic_score_gemma":0.190822,"domain_scores_codex":[0.9998868,0.00004740006,0.000004488545,0.00001199604,0.00002872958,0.00002058897],"domain_scores_gemma":[0.9999304,0.00002428079,0.000005656142,0.000005960088,0.0000181163,0.00001560247],"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":[0.00001525242,0.00005650399,0.002236592,0.0003916961,0.00001349399,0.00135557,0.01343442,0.002460976,0.001098735,0.7509474,0.08716767,0.1408217],"study_design_scores_gemma":[0.000001961458,0.00001430278,0.00337735,0.0003218742,0.000005638705,0.0002397126,0.007367231,0.0006410548,0.0001594806,0.05194392,0.9359215,0.000005879744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02138282,0.00804959,0.002095657,0.006973767,0.0003871401,0.00001670421,0.00008326229,0.00004847507,0.9609625],"genre_scores_gemma":[0.4377305,0.01807107,0.003717048,0.002010197,0.0004055875,0.00004527047,0.0001524215,0.0000871476,0.5377808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03282573,"threshold_uncertainty_score":0.06526935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007172014071553654,"score_gpt":0.1710665718849381,"score_spread":0.1638945578133844,"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."}}