{"id":"W7133287506","doi":"","title":"Science response: mapping tools for fish habitat","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":"","keywords":"Habitat; Fish habitat; Fish stock; Marine habitats; Fish migration; Fisheries management; Fishing; Habitat destruction; Critical habitat; Fish <Actinopterygii>","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":[0.02350087,0.001231956,0.000820765,0.0110421,0.002795952,0.007897475,0.004790979,0.003796462,0.07026831],"category_scores_gemma":[0.08592708,0.0007779959,0.001811681,0.01222949,0.002538006,0.006031223,0.006670808,0.004668717,0.0388673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007281863,"about_ca_system_score_gemma":0.01962653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1362329,"about_ca_topic_score_gemma":0.1675149,"domain_scores_codex":[0.9885677,0.003699156,0.0009353457,0.001204406,0.005094326,0.0004991068],"domain_scores_gemma":[0.9250091,0.01720454,0.001513548,0.008747984,0.04413708,0.003387748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002525538,0.00002002527,0.002307752,0.0003713988,0.0000261508,0.00006720211,0.0006075499,0.0004205063,0.0003225529,0.00934422,0.9009067,0.08558075],"study_design_scores_gemma":[0.0000168806,0.0000143979,0.001561122,0.0002358735,0.00001299516,0.00005184548,0.001000658,0.0005482537,0.0002246064,0.008022823,0.9882818,0.0000286721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.004598846,0.004922106,0.1838631,0.315524,0.01794758,0.002468129,0.1216172,0.02883064,0.3202283],"genre_scores_gemma":[0.06339799,0.01101768,0.4754356,0.08396134,0.007048844,0.004581332,0.1150762,0.01333843,0.2261427],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1362329,"threshold_uncertainty_score":0.2708799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676049869376126,"score_gpt":0.2507000407229431,"score_spread":0.2339395420291818,"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."}}