{"id":"W2314890867","doi":"10.1080/03632415.2016.1159062","title":"Peter K. Bergman 1933–2016","year":2016,"lang":"lt","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oncorhynchus; Bachelor; Fishing; Fishery; Officer; Enthusiasm; Management; History; Fish <Actinopterygii>; Archaeology; Art history; Geography; Philosophy; Theology; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000190241,0.0002706919,0.0002535113,0.00003394241,0.0004243281,0.00004652981,0.0003659104,0.0001345664,0.04811677],"category_scores_gemma":[0.0001000917,0.0001796373,0.00009462747,0.0001115937,0.001109993,0.0006013348,0.0007843222,0.0000905298,0.01455291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331277,"about_ca_system_score_gemma":0.00001001766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007442858,"about_ca_topic_score_gemma":0.002045512,"domain_scores_codex":[0.9983321,0.00007544202,0.000258599,0.0005139275,0.000219621,0.0006002666],"domain_scores_gemma":[0.9992461,0.0001294607,0.0001041298,0.0004171795,0.000009172108,0.00009396559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002938403,0.00006223352,0.2604588,0.00001933487,0.00008183777,0.00003302837,0.0004271897,3.158772e-7,0.0002011376,0.0003415853,0.7308493,0.007495828],"study_design_scores_gemma":[0.0002800175,0.0001133032,0.4599373,0.00003393109,0.00003346318,0.000002350316,0.00008937246,8.129367e-7,0.000183039,0.001009847,0.5381104,0.0002062351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2094164,0.0001808988,0.0002992105,0.05436697,0.002609575,0.0004810172,0.00008643689,0.0001942305,0.7323653],"genre_scores_gemma":[0.6962008,0.0009973195,0.0002232989,0.002806556,0.0001894702,0.00005424414,0.000002877885,0.00002557473,0.2994999],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4867844,"threshold_uncertainty_score":0.9862144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00991064817749711,"score_gpt":0.1931648473228551,"score_spread":0.183254199145358,"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."}}