{"id":"W4365147633","doi":"10.1515/iupac.94.0556","title":"Induction Period","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); Period (music); Field (mathematics); Epistemology; Computer science; Linguistics; Philosophy; Political science; Mathematics; Aesthetics; Law","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":[0.0003916604,0.0005125809,0.0005908243,0.0001466928,0.0001939229,0.0001663482,0.0008255439,0.0009755969,0.007934766],"category_scores_gemma":[0.001555358,0.000521689,0.0002266034,0.0003347729,0.0001774657,0.00007380044,0.0004463447,0.001981757,0.00005826482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027475,"about_ca_system_score_gemma":0.001428267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000431733,"about_ca_topic_score_gemma":0.0007269236,"domain_scores_codex":[0.9960923,0.00002781166,0.0005007494,0.0007537059,0.00193081,0.000694614],"domain_scores_gemma":[0.9975181,0.00006233829,0.0002280817,0.001403892,0.0005032862,0.0002842507],"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":[0.00006116378,0.0001504596,0.000005817421,0.001045413,0.0001582282,0.0003263241,0.00001458382,0.000003616019,0.0009560531,0.000001084266,0.9957629,0.001514387],"study_design_scores_gemma":[0.0005356366,0.00003502123,0.000003982908,0.0002882182,0.00008130354,0.00006736639,0.0001174206,0.00001486774,0.001176049,0.00007603149,0.9971164,0.0004876985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007062373,0.0002130965,0.000003100868,0.0006492146,0.0004838546,0.00009432426,0.9971451,0.0003308613,0.0003741937],"genre_scores_gemma":[0.00001038873,0.0006455313,0.00002398566,0.00003390881,0.002709952,0.00003669846,0.9859276,0.00009850275,0.01051344],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01121753,"threshold_uncertainty_score":0.9997235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806219122751867,"score_gpt":0.4231413975699344,"score_spread":0.3950792063424157,"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."}}