{"id":"W4406475818","doi":"10.1016/s0967-0653(98)85310-6","title":"10.1016/s0967-0653(98)85310-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biology; Selection (genetic algorithm); Ecology; Zoology; Fishery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001227033,0.002704413,0.00196418,0.002816416,0.002567884,0.00393929,0.003492407,0.005716849,0.988705],"category_scores_gemma":[0.001941721,0.001029622,0.001660497,0.00240987,0.002035628,0.005538518,0.003260301,0.002864582,0.9929631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165302,"about_ca_system_score_gemma":0.001099652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417634,"about_ca_topic_score_gemma":0.003421842,"domain_scores_codex":[0.9993752,0.00003837429,0.00005300245,0.0002238422,0.0001815759,0.000128105],"domain_scores_gemma":[0.997422,0.0006456806,0.0001883062,0.000273658,0.0006199222,0.0008504459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003601341,0.0002214936,0.0007725625,0.0005709066,0.00003852387,0.0002283275,0.0001211296,0.0003937319,0.001895866,0.005051948,0.3419772,0.6483682],"study_design_scores_gemma":[0.00004685568,0.0001134255,0.0005541809,0.0003100443,0.00001347826,0.0003306961,0.0001021805,0.0001538162,0.0002880031,0.0005004606,0.9975663,0.00002056755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004205907,0.0005318952,0.0007435908,0.0004735209,0.0003439958,0.0001070012,0.0005363229,0.0008253025,0.9960178],"genre_scores_gemma":[0.0004509294,0.0002222425,0.0003236839,0.0001971924,0.00007038445,0.00005004603,0.0002534359,0.0001209932,0.9983112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01129502,"threshold_uncertainty_score":0.01611096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005040543798265261,"score_gpt":0.1683220124287568,"score_spread":0.1632814686304916,"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."}}