{"id":"W4231045878","doi":"10.1515/iupac.81.0082","title":"Aufwuchs","year":2016,"lang":"de","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental risk assessment; Ecology; Environmental chemistry; Computer science; Risk assessment; Biology; Chemistry; Philosophy; Linguistics","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":[0.001104613,0.001784061,0.001473906,0.005031586,0.0009416461,0.004895203,0.00214935,0.002050222,0.1959962],"category_scores_gemma":[0.0102508,0.0006442164,0.00124773,0.008524931,0.0004140315,0.003043571,0.00322521,0.001902564,0.278722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966123,"about_ca_system_score_gemma":0.002701814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662085,"about_ca_topic_score_gemma":0.03338632,"domain_scores_codex":[0.9981378,0.0003083189,0.000289265,0.0005635422,0.0004296068,0.0002714092],"domain_scores_gemma":[0.9971813,0.0007745488,0.0003845372,0.0006654912,0.0007225168,0.0002716706],"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":[0.00006804343,0.00001004313,0.001055545,0.0009169378,0.00002468964,0.00002298386,0.00002636415,0.0001628505,0.00006137312,0.0009920684,0.990712,0.005947064],"study_design_scores_gemma":[0.00007211019,0.00000910819,0.00156361,0.0004678211,0.00001593271,0.00004967023,0.00005995913,0.0001727777,0.0001251836,0.001507402,0.9959419,0.00001445726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008673475,0.0001888751,0.00007157592,0.0001226734,0.00003743191,0.00001012463,0.9972367,0.0003521043,0.001893685],"genre_scores_gemma":[0.0003265795,0.000193804,0.0002044125,0.0001218728,0.00001392411,0.00004670316,0.9974438,0.00009893776,0.001550007],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1959962,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006206587353698027,"score_gpt":0.327385797210444,"score_spread":0.321179209856746,"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."}}