{"id":"W4239139361","doi":"10.1515/iupac.81.0245","title":"Detritus","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Ecology; Environmental chemistry; Computer science; Environmental science; 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":[0.0008052414,0.001603607,0.001292968,0.004282871,0.0009993232,0.003933961,0.001793465,0.001256349,0.1693391],"category_scores_gemma":[0.006205122,0.0006140235,0.001109728,0.009498297,0.0004176857,0.001978258,0.002653579,0.001863513,0.2600732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906045,"about_ca_system_score_gemma":0.00274522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339914,"about_ca_topic_score_gemma":0.04396858,"domain_scores_codex":[0.998641,0.0002054427,0.000174002,0.000440062,0.0003650414,0.0001744475],"domain_scores_gemma":[0.9978217,0.0005033424,0.0002171356,0.0005288961,0.0007134568,0.0002155151],"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":[0.00005011237,0.00001073892,0.000838484,0.000529349,0.00001452245,0.00002001829,0.00003022438,0.0001169761,0.0000771928,0.0009858705,0.9923095,0.00501699],"study_design_scores_gemma":[0.00003578911,0.000005958398,0.001511018,0.0003322996,0.000006900192,0.00003659082,0.00006818895,0.0001063992,0.0001223907,0.000890294,0.9968745,0.000009668318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001387653,0.0001192249,0.00006392673,0.0001290295,0.00004304824,0.000007754807,0.9969103,0.0002952483,0.002292748],"genre_scores_gemma":[0.0003585882,0.0001287574,0.000201429,0.00009466562,0.00001346989,0.0000464304,0.9961888,0.0001219423,0.002845949],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1693391,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017306940033961,"score_gpt":0.4269674890059379,"score_spread":0.4096605489719769,"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."}}