{"id":"W2121231986","doi":"10.1007/s00267-008-9102-x","title":"Fishers, Farms, and Forests in Eastern North America","year":2008,"lang":"en","type":"article","venue":"Environmental Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; Ministry of Natural Resources and Forestry","funders":"Natural Resources Canada; Trent University; Ministry of Natural Resources","keywords":"Abundance (ecology); Geography; Habitat; Ecology; Population; Land use; Range (aeronautics); Census; Forestry; Biology; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005473269,0.0001215822,0.0002217069,0.0007978707,0.001355323,0.0005911514,0.0002760176,0.0003736688,0.00212314],"category_scores_gemma":[0.001401119,0.0001704021,0.0001223488,0.00156774,0.0009635506,0.0009629783,0.0006636173,0.0003631827,0.00007390507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163237,"about_ca_system_score_gemma":0.001282394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2787641,"about_ca_topic_score_gemma":0.7525107,"domain_scores_codex":[0.9997761,0.00007721058,0.00001023101,0.00003172967,0.00003281271,0.00007195205],"domain_scores_gemma":[0.9990758,0.0002381182,0.0003077208,0.00002682541,0.00009446761,0.0002570792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003225808,0.00005592786,0.990943,0.00001472419,0.00002773979,0.0001169455,0.002822485,0.00004025276,0.00008315381,0.0002727663,0.0005301043,0.005060724],"study_design_scores_gemma":[0.00000181041,0.000008179436,0.9931485,0.00001420479,0.00001001983,0.00004182206,0.006095238,0.00002526612,0.000006979302,0.00007544198,0.0005713386,0.000001227927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975793,0.0008404244,0.00001223696,0.0004076186,0.000006409931,0.000001790557,0.00004359239,4.511573e-7,0.001108239],"genre_scores_gemma":[0.9975738,0.001133331,0.0000443872,0.0001646458,0.00001179037,0.000004962015,0.0000812353,7.353493e-7,0.0009851583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2787641,"threshold_uncertainty_score":0.554283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006232966859126331,"score_gpt":0.1701753214188034,"score_spread":0.1639423545596771,"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."}}