{"id":"W4283524056","doi":"10.1016/j.marpol.2022.105179","title":"A framework for investigating commercial license and quota holdings in an era of fisheries consolidation, concentration and financialization","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"License; Business; Consolidation (business); Jurisdiction; Fishery; Economics; 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":[0.004767972,0.0005996073,0.0007456818,0.007788566,0.003189153,0.009008485,0.002332926,0.002619643,0.006839442],"category_scores_gemma":[0.01097272,0.0004308069,0.001125577,0.006856969,0.01393773,0.01056962,0.004701321,0.002159941,0.000334607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008828036,"about_ca_system_score_gemma":0.005559839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03252837,"about_ca_topic_score_gemma":0.02291852,"domain_scores_codex":[0.997155,0.001520851,0.000160321,0.0004188864,0.0003394384,0.0004054825],"domain_scores_gemma":[0.9951054,0.002549355,0.001186949,0.0003056619,0.0004055646,0.0004470137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000068583,0.0000289856,0.006470205,0.00001948753,0.00001187245,0.0001075123,0.001417518,0.003294681,0.0001012865,0.9834342,0.0004861752,0.00462129],"study_design_scores_gemma":[0.00002319025,0.00007855739,0.01406114,0.000228545,0.00003352846,0.0002130029,0.01112417,0.0234282,0.0002492776,0.9201633,0.03033433,0.00006274117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2594464,0.006501266,0.4264111,0.02786342,0.0002554324,0.0007721567,0.001643061,0.0001878879,0.2769194],"genre_scores_gemma":[0.9426828,0.001030655,0.05075491,0.0005202119,0.0001155393,0.0005532248,0.0002062254,0.00002898707,0.004107523],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03252837,"threshold_uncertainty_score":0.06467807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678400249890822,"score_gpt":0.2579259204372311,"score_spread":0.2311419179383228,"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."}}