{"id":"W4256247441","doi":"10.1515/iupac.83.0298","title":"Stern Plane","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Chemistry; Nanotechnology; Materials science; Catalysis; Organic chemistry; Philosophy; History; Archaeology","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":[0.0004930762,0.0003999223,0.0006582583,0.0001283988,0.0001020958,0.00006252534,0.0005817569,0.0003153887,0.005304363],"category_scores_gemma":[0.0005443186,0.0002801247,0.0001559916,0.0001040752,0.00008089456,0.00003624375,0.0001846024,0.0003313574,0.00001462199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542102,"about_ca_system_score_gemma":0.0002780905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000238335,"about_ca_topic_score_gemma":0.0003578877,"domain_scores_codex":[0.9977002,0.00003930446,0.0006049491,0.0003934687,0.0009090708,0.0003530034],"domain_scores_gemma":[0.9973835,0.0004045641,0.0004218205,0.00137023,0.0002676861,0.0001522436],"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":[0.00001306471,0.0002869961,4.399284e-7,0.0004434647,0.0000799709,0.00001401875,0.00001242067,2.507673e-8,0.000004250144,0.0007531864,0.9977279,0.00066427],"study_design_scores_gemma":[0.0004260221,0.00005512206,5.687254e-7,0.0004701052,0.0001402071,0.00001693721,0.00001325576,0.000003179426,0.00001420116,0.02642427,0.9720852,0.0003509521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004291319,0.00009364162,0.001719256,0.0005606186,0.0002083198,0.0004413274,0.9965413,0.00009981835,0.0002928477],"genre_scores_gemma":[0.000003300555,0.0002492442,0.001304076,0.0001086858,0.0007347637,0.00005490102,0.9948379,0.00005826744,0.002648826],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02567109,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058205548893068,"score_gpt":0.4577115149129734,"score_spread":0.4171294594240427,"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."}}