{"id":"W4232075664","doi":"10.1515/iupac.80.0195","title":"Volume Fraction","year":2016,"lang":"en","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":"Western University","funders":"","keywords":"Glossary; Terminology; Confusion; Chemical nomenclature; Solubility; Diversity (politics); Order (exchange); Chemistry; Philosophy; Sociology; Organic chemistry; Linguistics; Psychology; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001205633,0.0002419404,0.0002364924,0.00001594866,0.00005118344,0.00001997304,0.0002777985,0.000283404,0.05317014],"category_scores_gemma":[0.0001633391,0.0001975568,0.00009125582,0.00009161781,0.00009765144,0.00008901567,0.0001928627,0.0003549538,0.00004099436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007420468,"about_ca_system_score_gemma":0.00003067488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008326631,"about_ca_topic_score_gemma":0.00003847277,"domain_scores_codex":[0.9985417,0.000008015041,0.0002091595,0.0003523702,0.0006190283,0.0002697899],"domain_scores_gemma":[0.9992917,0.0000241394,0.00009098502,0.0004372303,0.00001484378,0.0001410992],"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":[0.00001747455,0.00005353112,0.00001518636,0.00003381069,0.00001198604,0.00001404985,9.290583e-7,0.00002759327,0.002130881,8.059185e-8,0.9947299,0.002964539],"study_design_scores_gemma":[0.000194614,0.000019285,0.0000340584,0.00007482919,0.00002695416,0.00000896514,0.000001767397,0.00003005235,0.001309154,0.00003412362,0.9979933,0.0002729257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000483338,0.00004475423,0.0003199572,0.0001706543,0.0002084903,0.00005875933,0.9982642,0.0000556278,0.0003942179],"genre_scores_gemma":[0.0001292939,0.0001376764,0.00003805198,0.00008480378,0.0005082968,0.000006422445,0.997656,0.00001853989,0.00142086],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05312915,"threshold_uncertainty_score":0.9476954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005063850938851964,"score_gpt":0.3168094016892916,"score_spread":0.3117455507504396,"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."}}