{"id":"W4386029481","doi":"10.1007/s11160-023-09790-7","title":"A global review of marine recreational spearfishing","year":2023,"lang":"en","type":"review","venue":"Reviews in Fish Biology and Fisheries","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Consejo Superior de Investigaciones Científicas; Ministerio de Ciencia e Innovación; Bundesministerium für Bildung und Forschung; Agencia Nacional de Investigación e Innovación","keywords":"Recreation; Fishing; Environmental resource management; Population; Marine ecosystem; Fishery; Environmental planning; Geography; Ecology; Ecosystem; Biology; Environmental science; Sociology","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":[0.005049013,0.001143762,0.003382002,0.01890225,0.0007180729,0.002428357,0.001587496,0.001469053,0.007677712],"category_scores_gemma":[0.02007179,0.0006801861,0.003707767,0.0198017,0.0007175571,0.002515572,0.001655377,0.001096786,0.0009604462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002228883,"about_ca_system_score_gemma":0.01168133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007149251,"about_ca_topic_score_gemma":0.01685497,"domain_scores_codex":[0.9955068,0.001208051,0.001686835,0.0004271231,0.0009558654,0.0002153514],"domain_scores_gemma":[0.9798597,0.0124303,0.003675192,0.0003078535,0.003306173,0.0004208921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001317698,0.00002428305,0.001019914,0.7573963,0.001572679,0.000291076,0.0006694215,0.0001730385,0.0005660949,0.001297267,0.02137902,0.2154791],"study_design_scores_gemma":[0.00003841435,0.0001486248,0.007390104,0.6592005,0.006896939,0.0008512332,0.0006340991,0.00006005534,0.0002143913,0.0007684116,0.3237484,0.00004896179],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003419248,0.9981231,0.00008798656,0.0003690814,0.0002051647,0.00002812139,0.0003422846,0.000008309457,0.0004940165],"genre_scores_gemma":[0.002161552,0.9967517,0.0002262674,0.0003410267,0.0000975998,0.00004324296,0.0002279027,0.00000455634,0.000146242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01890225,"threshold_uncertainty_score":0.02670211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.074349379140355,"score_gpt":0.338862999210892,"score_spread":0.264513620070537,"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."}}