{"id":"W2966217109","doi":"10.1093/icesjms/fsz134","title":"Improving compliance of recreational fishers with Rockfish Conservation Areas: community–academic partnership to achieve and evaluate conservation","year":2019,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Galiano Conservancy Association; University of Victoria","funders":"Environment and Climate Change Canada; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada; University of Victoria","keywords":"Outreach; Recreation; Rockfish; Baseline (sea); General partnership; Fishing; Compliance (psychology); Work (physics); Geography; Environmental resource management; Environmental protection; Fishery; Business; Environmental planning; Environmental science; Ecology; Political science; Engineering; Psychology; Fish <Actinopterygii>; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01995309,0.0003188453,0.0002869435,0.001665058,0.007137008,0.003093781,0.001765111,0.001032927,0.008222235],"category_scores_gemma":[0.02720679,0.0002638869,0.0002841219,0.001417491,0.002289058,0.002042566,0.007742379,0.001709013,0.0005753115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150864,"about_ca_system_score_gemma":0.06768645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1608227,"about_ca_topic_score_gemma":0.3611584,"domain_scores_codex":[0.9866246,0.006901616,0.000374808,0.0005037899,0.002360332,0.003234802],"domain_scores_gemma":[0.9456118,0.004983643,0.004655212,0.001945706,0.01114079,0.03166289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002074151,0.005164538,0.600773,0.0004134736,0.0000946312,0.0006522057,0.03809339,0.0006752543,0.001840396,0.001527316,0.02934158,0.3212169],"study_design_scores_gemma":[0.0001771658,0.002036799,0.7231827,0.001076033,0.00006238565,0.0002986167,0.1874925,0.002544447,0.001483884,0.002295395,0.07921728,0.0001328182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389126,0.0005937874,0.003016493,0.02309191,0.0001498862,0.00207321,0.0002434782,0.0002043372,0.03171431],"genre_scores_gemma":[0.9886178,0.0002753495,0.005066931,0.001980644,0.00003049747,0.0005804566,0.0001081555,0.0000166852,0.003323406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1608227,"threshold_uncertainty_score":0.3197731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321212367026116,"score_gpt":0.2825025079472556,"score_spread":0.2392903842769945,"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."}}