{"id":"W3129270221","doi":"","title":"생태독성 숙련도 시료의 적절성 평가","year":2015,"lang":"ko","type":"article","venue":"한국물환경학회지","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daphnia magna; Repeatability; Toxicology; Statistics; Toxicity; Mathematics; Biology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114612,0.000286777,0.0002836183,0.0003634175,0.0005373207,0.0004760038,0.0003169852,0.0004119107,0.001483275],"category_scores_gemma":[0.0009447487,0.0001738592,0.000362387,0.000295348,0.000452585,0.0003323047,0.0003089916,0.0004501965,0.0005638188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201221,"about_ca_system_score_gemma":0.0007204445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002213101,"about_ca_topic_score_gemma":0.004294194,"domain_scores_codex":[0.9985667,0.0002895754,0.000127317,0.0002928771,0.0006433045,0.0000802722],"domain_scores_gemma":[0.9994135,0.0001018569,0.00009476497,0.00005745029,0.0003042943,0.00002822552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001447718,0.0001595288,0.01643072,0.0002316007,0.00003780061,0.0001324769,0.000184068,0.0003352772,0.9538831,0.0002160148,0.0004542998,0.0277905],"study_design_scores_gemma":[0.00002355129,0.002076673,0.04734127,0.00003703626,0.00009971554,0.0005867681,0.0004492708,0.001398393,0.9315872,0.0003765056,0.01598489,0.00003870536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539575,0.001593049,0.0306612,0.0004383222,0.00007837503,0.0002965149,0.0006202614,0.0001558717,0.01219896],"genre_scores_gemma":[0.9608099,0.001408073,0.02812769,0.0004609112,0.00002779807,0.0002003751,0.001402372,0.00002446951,0.007538293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002213101,"threshold_uncertainty_score":0.006061375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06124948514737162,"score_gpt":0.2792459717256862,"score_spread":0.2179964865783146,"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."}}