{"id":"W4406446104","doi":"10.1016/s0967-0653(98)80614-5","title":"10.1016/s0967-0653(98)80614-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Copepod; Estuary; Genetic algorithm; Copper; Environmental chemistry; Fishery; Chemistry; Biology; Ecology; Crustacean","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":[0.001219303,0.002684017,0.001975257,0.00283175,0.00255766,0.004027742,0.00362415,0.00572137,0.9890642],"category_scores_gemma":[0.001937865,0.001015064,0.001683585,0.002473787,0.002074145,0.005505524,0.003323592,0.002895525,0.99309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168238,"about_ca_system_score_gemma":0.001094915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004441452,"about_ca_topic_score_gemma":0.00334217,"domain_scores_codex":[0.9993566,0.00004017561,0.00005304101,0.000230276,0.0001883245,0.0001316649],"domain_scores_gemma":[0.9974075,0.0006523309,0.0001832467,0.000278298,0.0006339964,0.0008446472],"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":[0.0003587868,0.0002181873,0.0007495222,0.0005559659,0.00003810932,0.0002227452,0.0001185058,0.0003839836,0.001812666,0.004978065,0.3464101,0.6441534],"study_design_scores_gemma":[0.00004637887,0.0001108156,0.0005202541,0.0003053195,0.00001301396,0.0003156242,0.0001000166,0.0001520816,0.0002745889,0.0005053892,0.9976366,0.00001990466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000401054,0.0005045538,0.0007048175,0.0004556424,0.0003446517,0.0001011802,0.0005206653,0.0007933036,0.9961742],"genre_scores_gemma":[0.0004335194,0.0002177116,0.0003155839,0.0001941421,0.00007123382,0.0000498834,0.0002574773,0.0001206308,0.9983398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01093584,"threshold_uncertainty_score":0.01559865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005064894167837904,"score_gpt":0.1685781358885794,"score_spread":0.1635132417207415,"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."}}