{"id":"W4365149278","doi":"10.1515/iupac.94.0896","title":"Transition Vector","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); Field (mathematics); Transition (genetics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006938501,0.003134961,0.001191937,0.00288373,0.0008613868,0.002487831,0.002598999,0.001990949,0.121513],"category_scores_gemma":[0.005937696,0.000574958,0.001924695,0.003555093,0.0003881027,0.00259919,0.001525823,0.003027757,0.1945669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431267,"about_ca_system_score_gemma":0.0019576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035523,"about_ca_topic_score_gemma":0.03083213,"domain_scores_codex":[0.9989712,0.0001283899,0.00008928147,0.0004887621,0.000171505,0.0001508672],"domain_scores_gemma":[0.9986268,0.0004035865,0.0000755121,0.0004738105,0.000324971,0.00009526726],"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":[0.0001587789,0.00007889783,0.001304871,0.0004156815,0.00003710067,0.00004134686,0.00001513518,0.001152602,0.000228404,0.0009304032,0.9748076,0.02082928],"study_design_scores_gemma":[0.0004416414,0.0001918446,0.00597215,0.0004819014,0.00008343953,0.0003613976,0.0001669425,0.01687062,0.002191222,0.01704741,0.9560737,0.0001176955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007465116,0.0002958008,0.001237529,0.0001790726,0.0001984222,0.00005767381,0.9908937,0.004050066,0.002341104],"genre_scores_gemma":[0.001423495,0.0001213226,0.001258236,0.00008393994,0.00002056945,0.0001003346,0.9951296,0.000116208,0.001746213],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.121513,"threshold_uncertainty_score":0.4065016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192289164049838,"score_gpt":0.4111850546392626,"score_spread":0.3892621629987642,"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."}}