{"id":"W4231284035","doi":"10.1515/iupac.80.0169","title":"Solubility Parameter","year":2016,"lang":"kn","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Terminology; Confusion; Glossary; Solubility; Chemical nomenclature; Order (exchange); Diversity (politics); Nomenclature; Chemistry; Thermodynamics; Polymer science; Philosophy; Organic chemistry; Sociology; Physics; Linguistics; Psychology; Taxonomy (biology); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009941799,0.0007266866,0.0008345018,0.0001568487,0.0001746125,0.0002580876,0.002281964,0.0005451245,0.005521154],"category_scores_gemma":[0.0009571892,0.000542877,0.0003785408,0.0003545722,0.0005508446,0.0003042187,0.002273154,0.001113094,0.0000625641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176492,"about_ca_system_score_gemma":0.0004127468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084318,"about_ca_topic_score_gemma":0.00004477443,"domain_scores_codex":[0.99404,0.000116105,0.0007182549,0.001439778,0.002458034,0.001227835],"domain_scores_gemma":[0.9960969,0.0005143638,0.0001623296,0.002396492,0.0001688974,0.0006610018],"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":[0.0001032676,0.0006822614,0.00006171264,0.0003529761,0.0001163293,0.0001252544,0.00002340048,0.00002246879,0.0005199614,0.00002527361,0.9503108,0.04765627],"study_design_scores_gemma":[0.0008637743,0.0003235199,0.0003415021,0.0004740509,0.00003571339,0.00002766402,0.000003782587,0.002253365,0.0008847635,0.0007029059,0.993337,0.0007519132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002746404,0.0007031139,0.02051593,0.0013156,0.0009383387,0.0003273924,0.9733019,0.0001118753,0.00003947747],"genre_scores_gemma":[0.002753354,0.002090426,0.001576095,0.0003137304,0.001370061,0.00004283674,0.9900044,0.00008607932,0.001763066],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04690436,"threshold_uncertainty_score":0.9997023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744232744271756,"score_gpt":0.3732000815186036,"score_spread":0.3557577540758861,"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."}}