{"id":"W4365147757","doi":"10.1515/iupac.94.0907","title":"Valence","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; Abandonment (legal); Meaning (existential); Field (mathematics); Computer science; Epistemology; Linguistics; Philosophy; Mathematics; Political science; Pure mathematics","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":[0.001070846,0.003247425,0.001530468,0.003483606,0.001510078,0.003891596,0.003331287,0.002068285,0.1868829],"category_scores_gemma":[0.006391263,0.0006705042,0.0017256,0.004108754,0.0004662455,0.003138936,0.002846011,0.002376518,0.3257946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505656,"about_ca_system_score_gemma":0.001674749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01583301,"about_ca_topic_score_gemma":0.04342766,"domain_scores_codex":[0.998538,0.0002750533,0.0001413762,0.000545081,0.0003084305,0.000191979],"domain_scores_gemma":[0.9979487,0.0005474764,0.0001581767,0.0006853101,0.0005028148,0.0001574368],"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":[0.00005683737,0.0000164872,0.0004392883,0.0004054319,0.00001551725,0.00001445172,0.000019693,0.000121165,0.00007852261,0.0005485797,0.9935936,0.004690428],"study_design_scores_gemma":[0.0001025619,0.00001943489,0.001967677,0.0003025832,0.00002293413,0.00008469971,0.00007581696,0.0003923086,0.0002604323,0.002565895,0.9941765,0.00002908472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002610859,0.0002864663,0.0002281166,0.0001558952,0.00009773387,0.0000321813,0.9928983,0.001212827,0.004827419],"genre_scores_gemma":[0.0004207052,0.0001171155,0.0004972357,0.0001495941,0.00001875349,0.00009216972,0.9962447,0.0001869648,0.002272699],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1868829,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639734629763518,"score_gpt":0.4348320259299376,"score_spread":0.4084346796323024,"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."}}