{"id":"W3095721627","doi":"10.14203/oseana.2020.vol.45no.2.86","title":"WILL FISH DISAPPEAR BY 2048?","year":2020,"lang":"en","type":"article","venue":"OSEANA","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Marine fish; Marine ecosystem; Fishery; Biodiversity; Invertebrate; History; Ecosystem; Environmental ethics; Ecology; Biology; Philosophy","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":[0.00005703517,0.00005970502,0.00006340484,0.000003851814,0.00005797123,0.00002886103,0.0002334581,0.00002541775,0.04529618],"category_scores_gemma":[0.00004771783,0.00005344117,0.00002745681,0.000155595,0.0001049448,0.0001988166,0.0003155173,0.0001113701,0.001193729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661293,"about_ca_system_score_gemma":0.000003711493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210336,"about_ca_topic_score_gemma":0.00004762141,"domain_scores_codex":[0.9992442,0.00002302419,0.00006844142,0.0001926329,0.0002569537,0.0002147386],"domain_scores_gemma":[0.9996452,0.00001350934,0.0000112859,0.0001344547,0.000001930561,0.0001936036],"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":[0.00001364348,0.0000243132,0.07752857,0.000005868862,0.000004392693,0.0000121472,0.0001728125,0.000003070394,0.001457747,0.00006987973,0.8596194,0.06108809],"study_design_scores_gemma":[0.00009673172,0.00005232611,0.003546668,3.854836e-7,0.000001248651,4.250736e-7,0.00003505769,0.0004406424,0.0002022561,0.0000624954,0.995488,0.00007371052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03526187,0.000006012859,0.0001629069,0.01923535,0.00002309335,0.0001024645,0.00002050404,0.00004472508,0.9451431],"genre_scores_gemma":[0.9506627,0.00009472832,0.0002720779,0.01137609,0.0001562993,0.00001364304,0.00005215959,0.00002749686,0.03734479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9154009,"threshold_uncertainty_score":0.999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175784993724295,"score_gpt":0.2170895723905203,"score_spread":0.2053317224532774,"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."}}