{"id":"W4406476842","doi":"10.1016/s0967-0653(98)82176-5","title":"10.1016/s0967-0653(98)82176-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Larva; Fish <Actinopterygii>; Fishery; Ichthyoplankton; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001322253,0.00009376721,0.0001077039,0.00001285382,0.0001073783,0.00002124608,0.0002217833,0.00004558325,0.9998851],"category_scores_gemma":[0.000008269859,0.00008221538,0.00004288789,0.0001237197,0.00004067392,0.00009961746,0.0001039053,0.00005321539,0.9999165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007908163,"about_ca_system_score_gemma":0.000003295497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004128682,"about_ca_topic_score_gemma":0.000005164826,"domain_scores_codex":[0.9992533,0.00002523908,0.0001077659,0.0002104461,0.0001944014,0.0002088019],"domain_scores_gemma":[0.9996219,0.00001500985,0.00002230724,0.000203422,0.000002867453,0.0001345049],"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":[0.00001757402,0.00003272958,0.00000515085,0.000001619877,0.000004696253,0.000004568486,0.00002490228,0.00005442623,0.00001799046,1.337308e-7,0.721125,0.2787112],"study_design_scores_gemma":[0.0001161511,0.00007098613,0.0002344813,0.00000486983,0.000007801891,0.000003215742,0.000001962126,0.0002416049,0.00004933139,0.000003685557,0.99914,0.0001259516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0047582,0.000005867772,9.560487e-7,0.0001687112,0.00000129303,0.0001355497,0.00001532996,0.00005135131,0.9948627],"genre_scores_gemma":[0.0007182661,9.711906e-8,0.0001318544,0.00004726399,0.00004426259,0.000003134896,0.000005418355,0.000005559345,0.9990441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2785852,"threshold_uncertainty_score":0.3352646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005963305172322956,"score_gpt":0.1493291203158229,"score_spread":0.1433658151434999,"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."}}