{"id":"W4365149482","doi":"10.1515/iupac.94.0585","title":"Isolobal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306388,0.003242879,0.001863749,0.004056162,0.001560651,0.003469724,0.003872476,0.002209708,0.1374847],"category_scores_gemma":[0.006223161,0.0008676358,0.001422073,0.006437873,0.0007085203,0.003448605,0.00359315,0.0029392,0.3118428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559449,"about_ca_system_score_gemma":0.002429379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249635,"about_ca_topic_score_gemma":0.02754425,"domain_scores_codex":[0.9985146,0.0002990609,0.0001918811,0.0004908593,0.0003092317,0.0001943234],"domain_scores_gemma":[0.9978947,0.0006103801,0.0001740304,0.0006731363,0.0004554564,0.0001922736],"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":[0.00006899689,0.00001744095,0.0001762956,0.0005831507,0.0000126655,0.0000167705,0.00002399035,0.0001028523,0.0001935235,0.0005616337,0.9954732,0.00276937],"study_design_scores_gemma":[0.0001256945,0.00001781497,0.0009860937,0.0002369501,0.00001379189,0.00005404976,0.00005702659,0.000251333,0.0003924263,0.00213481,0.9957015,0.00002850817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001048826,0.0001098863,0.000176772,0.00007673191,0.00004542328,0.00001971292,0.9961776,0.001509206,0.001779813],"genre_scores_gemma":[0.0001546633,0.00005672944,0.0003668208,0.00007401209,0.00000709638,0.00007517086,0.9983923,0.0002002764,0.0006728525],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1374847,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407599265028408,"score_gpt":0.4355183584542139,"score_spread":0.4114423658039298,"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."}}