{"id":"W224470505","doi":"","title":"Fisheries dependent communities: Propositions about ecological and social change","year":2003,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundfish; Fishery; Fishing; Bycatch; Geography; Livelihood; Nova scotia; Fisheries management; Cod fisheries; Climate change; Resource (disambiguation); Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.006072204,0.0004709727,0.0003550566,0.003162415,0.01807938,0.007937375,0.001474485,0.004547303,0.006971909],"category_scores_gemma":[0.007902729,0.0002605635,0.0004277847,0.00212653,0.06455145,0.01383478,0.01120547,0.004459397,0.0003579315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009985041,"about_ca_system_score_gemma":0.009805525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02696419,"about_ca_topic_score_gemma":0.03676132,"domain_scores_codex":[0.9951714,0.002725834,0.00008080459,0.0003547277,0.0004916901,0.001175557],"domain_scores_gemma":[0.9931936,0.002624062,0.0007932694,0.0004161253,0.0009085161,0.002064535],"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":[0.000009970565,0.00008324529,0.00376491,0.00004458519,0.000009559782,0.0002620935,0.04724155,0.0001799551,0.00003597023,0.9343486,0.005528382,0.008491189],"study_design_scores_gemma":[0.00003225798,0.00004565651,0.007800743,0.0002347538,0.0000136987,0.0002718907,0.1744761,0.0005770167,0.00005665482,0.7294645,0.08699956,0.00002713492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1498432,0.003564754,0.00450717,0.2154156,0.0006159378,0.0001248427,0.0001328434,0.00002122072,0.6257744],"genre_scores_gemma":[0.9868995,0.001235606,0.0005832373,0.005433745,0.0002212803,0.00009157651,0.00002860047,0.000005998759,0.005500353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02696419,"threshold_uncertainty_score":0.07244688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06874639544968443,"score_gpt":0.2763179666102317,"score_spread":0.2075715711605473,"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."}}