{"id":"W4365142053","doi":"10.1515/iupac.94.0895","title":"Transition Structure","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); Transition (genetics); Field (mathematics); Computer science; Epistemology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000209654,0.0005385923,0.0006061142,0.000121332,0.0001509326,0.0001243604,0.0007747908,0.001042006,0.0108389],"category_scores_gemma":[0.0005750929,0.0005332035,0.0002306158,0.0002837202,0.0001429871,0.00006180115,0.0001791975,0.001859705,0.00001520084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006904113,"about_ca_system_score_gemma":0.001007128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003528852,"about_ca_topic_score_gemma":0.001471335,"domain_scores_codex":[0.9962538,0.00002783066,0.0004693545,0.0007089624,0.001875875,0.0006641861],"domain_scores_gemma":[0.997833,0.00008670834,0.0001748628,0.001214648,0.0004196918,0.0002711376],"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":[0.000084108,0.00008717734,9.719166e-7,0.001644201,0.0001670557,0.0003437293,0.00001985859,0.0000208322,0.002025715,9.274792e-7,0.9948368,0.0007686106],"study_design_scores_gemma":[0.0006936347,0.00002944354,0.000001685562,0.0003377692,0.0001157018,0.00004163613,0.0000553682,0.000045449,0.002676514,0.0002563282,0.9952478,0.0004986605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006438543,0.0001892802,0.00001042207,0.0005815339,0.000263795,0.0001014295,0.9978114,0.0002830448,0.0001152066],"genre_scores_gemma":[0.00003019957,0.0004665442,0.00003087918,0.0000907058,0.001976836,0.00001355585,0.9951609,0.00009718729,0.002133149],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0108237,"threshold_uncertainty_score":0.9997119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626179667110061,"score_gpt":0.4027108341404771,"score_spread":0.3864490374693765,"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."}}