{"id":"W3023419520","doi":"10.1016/j.cub.2017.05.002","title":"Daniel Pauly","year":2017,"lang":"en","type":"article","venue":"Current Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Emigration; Habilitation; Sociology; Political science; Humanities; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001013434,0.0006838875,0.0004767614,0.001084341,0.001424175,0.003301852,0.0007850799,0.001309705,0.3078104],"category_scores_gemma":[0.004537561,0.0002497604,0.0002119003,0.0007348911,0.000819895,0.001704839,0.00200894,0.001981737,0.2393637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209193,"about_ca_system_score_gemma":0.002120875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310455,"about_ca_topic_score_gemma":0.005424134,"domain_scores_codex":[0.9990391,0.00009667534,0.00002416236,0.0002404254,0.0004967612,0.0001028961],"domain_scores_gemma":[0.9982854,0.00022977,0.00009624221,0.0001759357,0.0007096087,0.0005029835],"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":[0.00001951983,0.0000141907,0.0001691491,0.00006612883,0.000003558564,0.00004511564,0.00008374915,0.00007309798,0.0002854473,0.02792431,0.8484547,0.1228611],"study_design_scores_gemma":[0.000001260825,0.000002364431,0.00006736835,0.00002524753,0.000001039731,0.00003298137,0.00002761466,0.00002253542,0.00009112799,0.00181274,0.9979138,0.000001992943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009988016,0.01505409,0.008069738,0.04530499,0.01721109,0.00005020108,0.001028394,0.00143075,0.9108519],"genre_scores_gemma":[0.003731757,0.003462417,0.001113039,0.003317297,0.0008377161,0.00002261389,0.0002150545,0.0002267993,0.9870733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3078104,"threshold_uncertainty_score":0.9873245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881327188671898,"score_gpt":0.3507839797873171,"score_spread":0.2919707079005981,"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."}}