{"id":"W7038629577","doi":"","title":"ITQs from a Community Perspective: The Case of the Canadian Scotia-Fundy Groundfish Fishery","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Killam Trusts; Dalhousie University","keywords":"Fishing; Incentive; Groundfish; Overfishing; Bottleneck; Common-pool resource; Resource (disambiguation); Fisheries management; Natural resource","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":[0.002867085,0.0003652571,0.0002845657,0.001135919,0.03736649,0.006502904,0.001940666,0.005922201,0.009988397],"category_scores_gemma":[0.004056021,0.0002781269,0.0006636034,0.00152352,0.01045945,0.002495943,0.005588788,0.00436463,0.0002394986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05745912,"about_ca_system_score_gemma":0.08915323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776612,"about_ca_topic_score_gemma":0.992043,"domain_scores_codex":[0.9957775,0.0007546728,0.00004472545,0.0001964771,0.0005879142,0.002638678],"domain_scores_gemma":[0.9973181,0.0004757089,0.0001326818,0.00006859782,0.0007077653,0.001297136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001187679,0.0003260715,0.05635076,0.0003003555,0.00008431568,0.04348084,0.2613592,0.00264181,0.001726086,0.5160795,0.06381819,0.05371404],"study_design_scores_gemma":[0.0000611763,0.0001076659,0.0485131,0.0005398607,0.00008292622,0.002250162,0.6510682,0.002504407,0.0003201865,0.0206448,0.2737681,0.0001394696],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5912627,0.002081708,0.00158062,0.08729797,0.0003405189,0.0002367315,0.0001737718,0.00002630898,0.3169997],"genre_scores_gemma":[0.9636483,0.0007797317,0.0004600856,0.006287995,0.00003828786,0.00003491593,0.00003429452,0.00001040087,0.02870605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05745912,"threshold_uncertainty_score":0.416897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009035999157307475,"score_gpt":0.1766797407500628,"score_spread":0.1676437415927553,"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."}}