{"id":"W3143231276","doi":"10.1139/as-2019-0035","title":"Review of the ecosystem approach in Cumberland Sound, Nunavut, Canada","year":2021,"lang":"en","type":"article","venue":"Arctic Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Ecosystem; Fisheries management; Geography; Context (archaeology); Marine ecosystem; Arctic; Ecology; Environmental science; Fishing; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001813886,0.001086571,0.001072701,0.01085854,0.002176838,0.002886998,0.001808943,0.001030547,0.006968859],"category_scores_gemma":[0.003109709,0.0005172712,0.000526329,0.01689297,0.001773475,0.001551831,0.0009807475,0.001331738,0.001034126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02906307,"about_ca_system_score_gemma":0.06616633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9258622,"about_ca_topic_score_gemma":0.9698403,"domain_scores_codex":[0.9991259,0.00008922737,0.0001161046,0.0001126132,0.0004274997,0.0001287175],"domain_scores_gemma":[0.9958116,0.0005596625,0.0002130397,0.0000597633,0.002869994,0.0004858474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005557795,0.00004979467,0.004779951,0.01841874,0.0001274917,0.0004239734,0.001156157,0.001328227,0.0005580269,0.01059335,0.2486218,0.713887],"study_design_scores_gemma":[0.000002601389,0.00001415811,0.01371368,0.01352478,0.00007151924,0.0002559742,0.0006154291,0.00008116938,0.00005888608,0.0006754536,0.9709574,0.00002889018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003085449,0.9918972,0.0001400134,0.001417833,0.0009594584,0.00001246634,0.0002545284,0.00001025502,0.004999778],"genre_scores_gemma":[0.002525666,0.9937563,0.0003045975,0.0005654893,0.0003223567,0.000009279036,0.0001988647,0.000008383614,0.002309084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07413781,"threshold_uncertainty_score":0.2108683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499260525659623,"score_gpt":0.225233648746877,"score_spread":0.2102410434902807,"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."}}