{"id":"W4235359411","doi":"10.1515/iupac.80.0192","title":"Unary System","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Terminology; Glossary; Confusion; Solubility; Chemical nomenclature; Diversity (politics); Quinary; Nomenclature; Chemistry; Philosophy; Sociology; Organic chemistry; 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":[0.0001182428,0.00053563,0.000655603,0.00006716626,0.00007922005,0.00004959569,0.0006676326,0.0008433781,0.004920905],"category_scores_gemma":[0.000121487,0.0004000091,0.0003114727,0.00008297467,0.0001066657,0.00002495689,0.0002920153,0.0006576698,0.00000215781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008183412,"about_ca_system_score_gemma":0.0003807566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004254996,"about_ca_topic_score_gemma":0.00004107364,"domain_scores_codex":[0.9975873,0.00001857937,0.0004333013,0.0006212464,0.0008938469,0.0004457843],"domain_scores_gemma":[0.9979687,0.0000453357,0.0002605568,0.001268296,0.0002359047,0.0002211883],"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":[0.00009138726,0.00004577299,4.870507e-7,0.001059609,0.0001730556,0.0002715814,0.000001872782,5.039572e-7,0.005703462,0.0000468718,0.9907027,0.001902632],"study_design_scores_gemma":[0.0006716829,0.00001756476,3.578972e-7,0.00108695,0.0001387534,0.00008597014,0.00001551683,0.00001865572,0.001128015,0.0001482178,0.996172,0.0005163129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004439422,0.0007731798,0.0000634341,0.00009267218,0.0004207855,0.00007630951,0.9967966,0.0001419949,0.001191088],"genre_scores_gemma":[0.0003861416,0.0002549507,0.00002225128,0.00007928558,0.001239437,0.00001089589,0.9973595,0.00007715953,0.000570395],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.005469238,"threshold_uncertainty_score":0.9998452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005500568400742358,"score_gpt":0.336051835490369,"score_spread":0.3305512670896266,"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."}}