{"id":"W4235448653","doi":"10.1515/iupac.78.0520","title":"Reagent Purity","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Families in Therapy and Culture","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Glossary; Relation (database); Computer science; Pesticide; Environmental chemistry; Management science; Chemistry; Engineering; Ecology; Biology; Data mining","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":[0.003992965,0.002378408,0.002509344,0.009116066,0.002106953,0.005535957,0.00461785,0.003048542,0.1528748],"category_scores_gemma":[0.02629353,0.0008689173,0.002552917,0.0122833,0.0009506593,0.004203174,0.003567877,0.003695794,0.1663372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878016,"about_ca_system_score_gemma":0.006201234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909473,"about_ca_topic_score_gemma":0.03059813,"domain_scores_codex":[0.9940895,0.0009084918,0.001347702,0.001809997,0.001371589,0.0004727691],"domain_scores_gemma":[0.9883478,0.004004788,0.001119685,0.002524636,0.003457849,0.0005452157],"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":[0.0001340684,0.00003199072,0.001063314,0.002532809,0.00005327189,0.00004302256,0.00006504942,0.0001492667,0.0002810688,0.001334139,0.9862016,0.008110431],"study_design_scores_gemma":[0.0001402553,0.00001457706,0.002260699,0.0008213636,0.00004499542,0.00007301764,0.00007785523,0.00009949804,0.0002971287,0.001899716,0.9942389,0.00003196559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001494011,0.0003888231,0.0003419947,0.0001510272,0.00005919418,0.00007449167,0.9961797,0.0005223723,0.002133018],"genre_scores_gemma":[0.0003897907,0.0002856361,0.001031058,0.0001909107,0.00001666984,0.000500378,0.9960859,0.0001744434,0.001325291],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1528748,"threshold_uncertainty_score":0.5114173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073950552608213,"score_gpt":0.4452134570750261,"score_spread":0.424473951548944,"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."}}