{"id":"W4365149523","doi":"10.1515/iupac.94.0829","title":"Solvatochromism","year":2023,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Terminology; Meaning (existential); Abandonment (legal); Field (mathematics); Epistemology; Computer science; Chemistry; Linguistics; Philosophy; Mathematics; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004603023,0.0006565196,0.0008060341,0.0001414873,0.0001837872,0.000166657,0.001346815,0.001058754,0.01114268],"category_scores_gemma":[0.001847803,0.000662624,0.0003168171,0.0003215073,0.0002185829,0.00005858228,0.0007206296,0.002068476,0.000104603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009322997,"about_ca_system_score_gemma":0.001873881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005373493,"about_ca_topic_score_gemma":0.000833756,"domain_scores_codex":[0.9951853,0.00002669267,0.0006262392,0.0008936613,0.002300525,0.0009676254],"domain_scores_gemma":[0.9966928,0.0001810478,0.0002627704,0.001929661,0.000520128,0.0004135495],"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":[0.00006044377,0.0001790495,0.000003440056,0.001475527,0.0002329614,0.0006829772,0.00000702996,0.000003331931,0.0008632921,0.00000220583,0.9958762,0.0006135229],"study_design_scores_gemma":[0.0008290781,0.00003015651,0.000001799427,0.000435743,0.00009850822,0.00003866564,0.00003382355,0.00002948188,0.001663701,0.0001705045,0.996038,0.0006305689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001724828,0.0003135666,0.000005589753,0.0004808175,0.000333824,0.0001189955,0.9974189,0.0004222178,0.0007335866],"genre_scores_gemma":[0.000003235397,0.0009414547,0.00003575594,0.0000858626,0.002228219,0.00004646638,0.9820904,0.0001358524,0.01443274],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0153285,"threshold_uncertainty_score":0.9995825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512592263766891,"score_gpt":0.4286518730142232,"score_spread":0.4035259503765543,"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."}}