{"id":"W4232406203","doi":"10.1515/iupac.81.0054","title":"Algicide","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Computer science; Ecology; Biology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009821164,0.00191693,0.00139954,0.003519575,0.0008534209,0.00250677,0.002855923,0.001952014,0.09338015],"category_scores_gemma":[0.00612938,0.0005621837,0.001593116,0.004931483,0.0003273608,0.001983464,0.001867048,0.002007936,0.1375276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597234,"about_ca_system_score_gemma":0.002216052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689631,"about_ca_topic_score_gemma":0.03664462,"domain_scores_codex":[0.9986072,0.0002167402,0.0002118079,0.000437324,0.0003786267,0.0001483095],"domain_scores_gemma":[0.9977466,0.0005586593,0.0003634898,0.0005487907,0.0006333154,0.0001489858],"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":[0.0001278571,0.00002896539,0.001916429,0.001612226,0.00005011586,0.00003376442,0.00001947889,0.0003594919,0.0001570967,0.000814511,0.9850343,0.009845912],"study_design_scores_gemma":[0.0001120341,0.00001803575,0.003018811,0.000418521,0.00003192712,0.00007939808,0.0000416978,0.00026363,0.0002584607,0.001112508,0.9946262,0.00001880511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001728077,0.0002187144,0.00009157196,0.000105463,0.00003061762,0.00001586518,0.9974648,0.0002994114,0.001600768],"genre_scores_gemma":[0.0004574445,0.0001966036,0.0003566903,0.0001236216,0.000006945876,0.00005424055,0.9974758,0.00005604132,0.001272588],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09338015,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00969051902909415,"score_gpt":0.3582754491839099,"score_spread":0.3485849301548158,"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."}}