{"id":"W4365147792","doi":"10.1515/iupac.94.0227","title":"Activation Strain Model","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; Mathematics; Philosophy; 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":[0.0004147557,0.0005180672,0.0005520442,0.0001348291,0.0001484811,0.0001325728,0.0008654523,0.0008779569,0.002480254],"category_scores_gemma":[0.00155435,0.0005380858,0.0002039889,0.0002618241,0.0001223479,0.00009463517,0.0003700032,0.001667573,0.00001721049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046097,"about_ca_system_score_gemma":0.001925808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002243963,"about_ca_topic_score_gemma":0.0003953396,"domain_scores_codex":[0.9960337,0.00002170163,0.000507507,0.0007244219,0.002023271,0.0006893543],"domain_scores_gemma":[0.9975638,0.0001230056,0.0002509755,0.001314231,0.0004811244,0.0002668947],"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":[0.0000709036,0.000164387,0.000001233375,0.001032989,0.000135658,0.00006994689,0.00001170275,0.0004215869,0.004569413,0.00000441649,0.9923301,0.001187705],"study_design_scores_gemma":[0.0006263396,0.00002068938,0.000001099321,0.0003616791,0.00005858241,0.000006488851,0.00004739505,0.003332809,0.002784202,0.0005421246,0.9917073,0.0005112897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002682512,0.0000383832,0.0001356421,0.0005455713,0.00009552663,0.0001196321,0.9980705,0.0002956434,0.0004308145],"genre_scores_gemma":[0.00001637854,0.0003039531,0.0001019214,0.00007276468,0.001030706,0.000038566,0.9893509,0.0001037807,0.008981016],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008719622,"threshold_uncertainty_score":0.999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364922245130995,"score_gpt":0.4345869328595289,"score_spread":0.3980947083464293,"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."}}