{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03011541,0.001207159,0.002991313,0.01580773,0.002527423,0.01458799,0.00150732,0.004187118,0.0366743],"category_scores_gemma":[0.05351947,0.0005862025,0.001629924,0.0334838,0.007091276,0.01136924,0.007152322,0.005802807,0.006071301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00776584,"about_ca_system_score_gemma":0.01792408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007384075,"about_ca_topic_score_gemma":0.00972594,"domain_scores_codex":[0.9798244,0.01302825,0.001676994,0.0007206216,0.004052892,0.0006968373],"domain_scores_gemma":[0.9005986,0.08291458,0.003543118,0.004718763,0.005378299,0.002846698],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004724694,0.0001537561,0.003614929,0.007355915,0.0003148326,0.000334386,0.003264448,0.001718302,0.0002405094,0.4457738,0.2017359,0.335446],"study_design_scores_gemma":[0.00002028572,0.00005715789,0.006082282,0.01129355,0.00004728372,0.0001325397,0.004361234,0.001520294,0.0001359745,0.458748,0.5175421,0.00005926297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.005158951,0.3798513,0.03361297,0.2789989,0.01796088,0.0005880477,0.003640073,0.0003163392,0.2798726],"genre_scores_gemma":[0.1472214,0.705193,0.05927235,0.02305877,0.01517266,0.002448513,0.002978874,0.0005005025,0.04415395],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9698846,"threshold_uncertainty_score":0.1592674,"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."}}