{"id":"W6995883637","doi":"","title":"From Policy Instruments to Action Arenas: Toward Robust Fisheries and Adaptive Fishing Households in Southwest Nova Scotia","year":2014,"lang":"en","type":"other","venue":"Arizona State University Library Digital Repository (Arizona State University)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduate College, Arizona State University; Social Sciences and Humanities Research Council of Canada; Arizona State University; National Science Foundation","keywords":"Fishing; Nova scotia; Corporate governance; Exploit; Fisheries management; Vulnerability (computing); Robustness (evolution); Psychological resilience; Ecosystem-based management; Artisanal fishing","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002095711,0.0001338729,0.0001270275,0.0004979266,0.004828356,0.002323102,0.0007867306,0.0004551818,0.001917937],"category_scores_gemma":[0.002994382,0.000193134,0.00009417014,0.00056822,0.006355218,0.0009002519,0.003180714,0.0008286933,0.00007302489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02081967,"about_ca_system_score_gemma":0.01737514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7264032,"about_ca_topic_score_gemma":0.8917455,"domain_scores_codex":[0.9985952,0.0005783162,0.00004452079,0.0001400977,0.0001254278,0.0005164549],"domain_scores_gemma":[0.997376,0.0008647532,0.0005050024,0.000161626,0.0003616821,0.0007309985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002528889,0.0002318379,0.5260814,0.000359994,0.00004030913,0.005766456,0.3814051,0.00187914,0.005364625,0.03007725,0.005130854,0.04341009],"study_design_scores_gemma":[0.00001215933,0.00006810224,0.3693095,0.0002964734,0.0000107347,0.0001651488,0.6064793,0.0008907983,0.0004353071,0.001794126,0.02051476,0.0000234964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901938,0.0001112468,0.0003277631,0.001201863,0.000007822606,0.00004042834,0.00004065359,0.000002532353,0.008073932],"genre_scores_gemma":[0.9986285,0.00006189145,0.0001768133,0.00009230694,9.703186e-7,0.00001704427,0.00001387443,0.000001097603,0.001007521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2735968,"threshold_uncertainty_score":0.550416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333472927567786,"score_gpt":0.1642021698762182,"score_spread":0.1508674406005403,"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."}}