{"id":"W4365147213","doi":"10.1515/iupac.94.0756","title":"Protofugality","year":2023,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"History and advancements in chemistry","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); Epistemology; Computer science; 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":[0.001946316,0.002496149,0.001316041,0.003760594,0.002150895,0.003946885,0.003644702,0.002314537,0.1167844],"category_scores_gemma":[0.01279971,0.0006901898,0.002114766,0.005558,0.0009882631,0.002983324,0.003711117,0.002838478,0.1493408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151503,"about_ca_system_score_gemma":0.002216892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202671,"about_ca_topic_score_gemma":0.02520849,"domain_scores_codex":[0.9979457,0.0004741172,0.0001850197,0.0007437395,0.0003808287,0.0002706748],"domain_scores_gemma":[0.9957534,0.001491305,0.0002308832,0.001659199,0.0006012172,0.0002640385],"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":[0.00008416786,0.00002274281,0.0004761595,0.0005421998,0.00002624961,0.00002813294,0.00003918752,0.0002451646,0.0001109946,0.001388541,0.9937404,0.003296072],"study_design_scores_gemma":[0.0002294893,0.00003334879,0.002233155,0.0003984081,0.00002578103,0.0001317062,0.0001146765,0.0006558045,0.0003355333,0.006010035,0.9897965,0.00003566458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003906529,0.0002456823,0.0003071093,0.0001687841,0.0001041207,0.00003144897,0.9949256,0.001472204,0.002354504],"genre_scores_gemma":[0.0006348632,0.00007918115,0.0005906792,0.0001073574,0.00001661268,0.0001144343,0.9974895,0.0001973466,0.0007701332],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1167844,"threshold_uncertainty_score":0.3906827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291584088820244,"score_gpt":0.4267718677791486,"score_spread":0.4038560268909462,"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."}}