{"id":"W6925384253","doi":"10.17895/ices.pub.25726944","title":"Integrating economic and social sciences in marine ecosystem services research","year":2017,"lang":"en","type":"other","venue":"Open MIND","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem approach; Garcia; Marine fisheries; Politics; Marine spatial planning; Ecosystem-based management; Corporate governance; Marine ecosystem; China","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000742153,0.00008710582,0.0001551897,0.0001816688,0.0003404363,0.001443,0.001960943,0.00005635914,0.0002281307],"category_scores_gemma":[0.000001769671,0.00008217823,0.00001462488,0.0000937334,0.00007705709,0.0002113524,0.001658541,0.0001345707,0.0002608899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003773097,"about_ca_system_score_gemma":0.0002121119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990878,"about_ca_topic_score_gemma":0.01776371,"domain_scores_codex":[0.999131,0.00005861548,0.0001109952,0.000427577,0.0001272558,0.0001445719],"domain_scores_gemma":[0.9994811,0.0000817008,0.0001467546,0.0002525873,0.00001991289,0.00001793065],"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":[0.000001617268,0.00003535346,0.000498229,0.00004518056,0.00001710785,0.000004112295,0.001407869,0.00001438744,0.00001646159,0.08567576,0.02092406,0.8913599],"study_design_scores_gemma":[0.0001549835,0.00001856198,0.0004536924,0.0001711298,0.000001510996,0.000002578318,0.0001042487,0.02197615,0.00001679552,0.009073118,0.9678504,0.0001768331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002011278,0.00003341408,0.0004536078,0.0005334308,0.00008610325,0.0003638938,0.00003010095,0.000002949231,0.9964852],"genre_scores_gemma":[0.2967945,0.00007121442,0.2070389,0.0001335771,0.001499184,0.0002769006,0.000125822,0.0001884182,0.4938715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9469264,"threshold_uncertainty_score":0.9995936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0876205619310776,"score_gpt":0.4054694654051642,"score_spread":0.3178489034740866,"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."}}