{"id":"W3044640691","doi":"10.1002/wer.1409","title":"Disinfection and antimicrobial processes","year":2020,"lang":"en","type":"review","venue":"Water Environment Research","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Antimicrobial; Microbiology; Biology","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":[0.0007186507,0.001653629,0.001324412,0.003437189,0.0006689449,0.002446229,0.001033352,0.001680242,0.008925448],"category_scores_gemma":[0.0009714901,0.0003890857,0.0009032459,0.003013266,0.0009287198,0.002515387,0.001331629,0.001571154,0.005106239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063975,"about_ca_system_score_gemma":0.001916565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302914,"about_ca_topic_score_gemma":0.001779128,"domain_scores_codex":[0.9985806,0.0001878914,0.0001477627,0.0002289836,0.0007329892,0.0001219337],"domain_scores_gemma":[0.9993896,0.0002215898,0.0001378015,0.00002692127,0.0001951562,0.00002881032],"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":[0.00008086405,0.0001295229,0.0003993286,0.04419386,0.0001287269,0.000393375,0.0002441154,0.0005060374,0.01308752,0.01507938,0.03329048,0.8924668],"study_design_scores_gemma":[0.000004372184,0.00007702248,0.0005104818,0.003255823,0.0000539473,0.0009375351,0.00009063348,0.00005742693,0.00342234,0.001840768,0.9897328,0.00001686389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003345359,0.99336,0.0004087846,0.0003269132,0.0004705997,0.00001234139,0.00003600855,0.00001567048,0.005035243],"genre_scores_gemma":[0.003244922,0.9917623,0.0006198785,0.0005421193,0.0004171088,0.00001945868,0.00007751878,0.000007923499,0.003308753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008925448,"threshold_uncertainty_score":0.02985859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264228426435169,"score_gpt":0.3963356757524628,"score_spread":0.2699128331089459,"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."}}