{"id":"W4236455092","doi":"10.1080/14634988.2015.1038204","title":"Foreword","year":2015,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Toronto","funders":"","keywords":"Overexploitation; Fisheries management; Fishery; Fishing; Geography; Ichthyology; Modernization theory; Fish <Actinopterygii>; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008235909,0.0009335125,0.0008532432,0.001798827,0.001878931,0.005363983,0.001599962,0.002662286,0.738355],"category_scores_gemma":[0.005968759,0.0003269665,0.0006179258,0.001655875,0.0006811555,0.00487891,0.002641539,0.003078269,0.6980634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526658,"about_ca_system_score_gemma":0.002296188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826266,"about_ca_topic_score_gemma":0.002453705,"domain_scores_codex":[0.9989799,0.0001333646,0.0000828444,0.0002067462,0.0004789842,0.0001181087],"domain_scores_gemma":[0.9976198,0.000361353,0.000108493,0.0001939172,0.001248943,0.0004675245],"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":[0.00001741373,0.00001425973,0.00005734905,0.0001269097,0.000001864556,0.00006266645,0.00005368044,0.0000164573,0.00009181455,0.003362109,0.9486215,0.04757395],"study_design_scores_gemma":[0.000002471088,0.000005718094,0.00006886885,0.00006931473,7.57975e-7,0.00006922304,0.00004255831,0.0000081947,0.00002892247,0.0006200916,0.9990819,0.000002098122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006351895,0.005649094,0.001824374,0.02278884,0.05797924,0.0002950485,0.005041618,0.001504659,0.9042819],"genre_scores_gemma":[0.002699312,0.003168645,0.0007548727,0.008666953,0.007641701,0.0001420741,0.003519668,0.0008249103,0.972582],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.738355,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06296510008048523,"score_gpt":0.3376853972947301,"score_spread":0.2747202972142448,"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."}}