{"id":"W2897924997","doi":"10.1093/icesjms/fsy146","title":"A brief history of lumpfishing, assessment, and management across the North Atlantic","year":2018,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Danmarks Tekniske Universitet; Nordisk Ministerråd; Pinngortitaleriffik","keywords":"Oceanography; Geography; Fishery; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00277064,0.0005203047,0.0002842103,0.004206694,0.001165746,0.002060811,0.0008552435,0.0008076872,0.007116629],"category_scores_gemma":[0.004210523,0.0004022123,0.0003879838,0.005281532,0.0006802149,0.002559654,0.001449359,0.001414386,0.002437389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494555,"about_ca_system_score_gemma":0.006475335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09484678,"about_ca_topic_score_gemma":0.1700936,"domain_scores_codex":[0.9990759,0.0001167844,0.0001853105,0.0001614691,0.0003754748,0.00008494901],"domain_scores_gemma":[0.9961922,0.0008358237,0.000503879,0.0001845353,0.001926104,0.0003574271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000389725,0.00009133729,0.007663573,0.001373552,0.00001849268,0.0001829292,0.0006774826,0.0005577254,0.001281649,0.002811739,0.04362055,0.941682],"study_design_scores_gemma":[0.000002072201,0.0000721819,0.02046943,0.003075022,0.00001886436,0.0001807494,0.0004999442,0.0002643789,0.0004348143,0.0009517442,0.9740059,0.00002482082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02021519,0.7630427,0.01344043,0.03090971,0.01122651,0.0003634816,0.003321675,0.0004632739,0.1570171],"genre_scores_gemma":[0.05576387,0.812746,0.02099089,0.009568608,0.006337089,0.0002234545,0.004484922,0.0003081146,0.08957706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09484678,"threshold_uncertainty_score":0.1885895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113993421023797,"score_gpt":0.2658365816663769,"score_spread":0.2346966474561389,"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."}}