{"id":"W2074188745","doi":"10.2960/j.v39.m595","title":"An ecosystem-based research program for capelin (<i>Mallotus villosus</i>) in the northwest Atlantic: overview and results","year":2007,"lang":"en","type":"article","venue":"Journal of Northwest Atlantic Fishery Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland; University of Manitoba","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland; University of Manitoba","keywords":"Capelin; Mallotus; Fishery; Oceanography; Biology; Ecology; Fish <Actinopterygii>; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00185745,0.0005532451,0.0002712226,0.003887605,0.001017277,0.001159411,0.0006539819,0.0002774317,0.001148345],"category_scores_gemma":[0.001281073,0.0002501441,0.0003725281,0.004633972,0.0004032183,0.000624826,0.00119806,0.000282005,0.000220864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005187306,"about_ca_system_score_gemma":0.01021218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.344004,"about_ca_topic_score_gemma":0.637284,"domain_scores_codex":[0.9991726,0.0001873992,0.00009751372,0.0001620456,0.0001783669,0.0002020508],"domain_scores_gemma":[0.998254,0.0001743855,0.0003617524,0.0000525773,0.000653043,0.0005041249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136091,0.0001900443,0.8813308,0.00303036,0.0001159181,0.0005989362,0.003320599,0.0002766553,0.004252572,0.000350277,0.003064121,0.103356],"study_design_scores_gemma":[0.000007876453,0.0001074621,0.9876778,0.0005439155,0.00008855748,0.0001539374,0.002848352,0.0001745169,0.0003848666,0.00002596097,0.007977021,0.000009746967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320765,0.03034788,0.002630403,0.002850798,0.00006343515,0.002964453,0.01553781,0.0001162987,0.01341246],"genre_scores_gemma":[0.8895955,0.04698687,0.03643037,0.0009523113,0.000157159,0.002769008,0.01522555,0.00005505348,0.007828134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.344004,"threshold_uncertainty_score":0.6840034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05515408342083844,"score_gpt":0.3453380008870513,"score_spread":0.2901839174662129,"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."}}