{"id":"W4365147264","doi":"10.1515/iupac.94.0805","title":"Resonance Energy","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","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":[0.0003430361,0.0005871965,0.0007055062,0.000122043,0.000161763,0.0001239329,0.001303355,0.0009023389,0.005266427],"category_scores_gemma":[0.001472977,0.0005979656,0.0002519747,0.0003693774,0.0002005777,0.00005329721,0.0006515647,0.001354609,0.00002684682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000842488,"about_ca_system_score_gemma":0.001530724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344389,"about_ca_topic_score_gemma":0.002685043,"domain_scores_codex":[0.9954477,0.00003161834,0.0005641893,0.0008902058,0.002177562,0.0008887528],"domain_scores_gemma":[0.9968908,0.0001778569,0.000232598,0.001863466,0.000500195,0.0003350862],"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":[0.00008323597,0.0001452027,0.000004193872,0.0006936223,0.0001070584,0.0006586513,0.000003851751,0.000002499813,0.0002627382,0.000009902446,0.994508,0.003520988],"study_design_scores_gemma":[0.0005883241,0.00002816046,0.000001911935,0.0004459064,0.00005366764,0.00002714536,0.00001911835,0.00003255324,0.001623695,0.0002136378,0.9963991,0.0005667873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000335585,0.001577455,0.000007880131,0.000419154,0.0002832337,0.00004398243,0.9964921,0.0003139355,0.0008287273],"genre_scores_gemma":[0.000002652805,0.003828699,0.00002775692,0.0001164996,0.002078627,0.00004233239,0.9627218,0.0001170494,0.03106461],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0337703,"threshold_uncertainty_score":0.9996472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066389169712928,"score_gpt":0.4062475919713719,"score_spread":0.3855837002742427,"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."}}