{"id":"W3197185533","doi":"10.1016/j.marpol.2021.104735","title":"Informed selfishness – Practical reflections on building a sustainable ocean economy","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada; Global Affairs Canada; Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Selfishness; License; Sustainability; Panel discussion; Prime minister; Sustainable development; Political science; Business; Law","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":[0.02759603,0.000560242,0.0004725996,0.0006579768,0.008012179,0.01356151,0.002308313,0.01767076,0.007685425],"category_scores_gemma":[0.03416179,0.0003965017,0.0006621343,0.0007201535,0.07338753,0.01870815,0.01173504,0.02087403,0.0007555558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006792791,"about_ca_system_score_gemma":0.01351258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006033431,"about_ca_topic_score_gemma":0.006105303,"domain_scores_codex":[0.9855624,0.009130169,0.0003575383,0.0008029442,0.002365961,0.00178098],"domain_scores_gemma":[0.9715967,0.02127524,0.001118518,0.002075947,0.002019851,0.001913833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001265802,0.00001663583,0.000098526,0.00002292758,0.000005438884,0.00007586805,0.005155366,0.0003027715,0.00006745818,0.98311,0.00698317,0.004149281],"study_design_scores_gemma":[0.00001295324,0.00001228214,0.0001118263,0.00009499084,0.000004081418,0.00004265006,0.007129856,0.0002341045,0.0001857817,0.9169649,0.07519091,0.00001572402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02348205,0.003084467,0.01279644,0.6780012,0.002597133,0.00007157343,0.00002650814,0.00005134603,0.2798894],"genre_scores_gemma":[0.8756777,0.001966637,0.004007638,0.09348278,0.0008033577,0.0001333605,0.0000196083,0.00009276081,0.02381613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02759603,"threshold_uncertainty_score":0.1459435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811645477196626,"score_gpt":0.3197729511428232,"score_spread":0.301656496370857,"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."}}