{"id":"W4319304139","doi":"10.1021/cen-10105-buscon11","title":"Isowater claims heavy water advance","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heavy water; Business; Production (economics); Deuterium; Nuclear power; Environmental science; Commerce; Economics; Nuclear physics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002262098,0.0002016542,0.0002020359,0.00004450277,0.0001572077,0.00002829807,0.0002744077,0.0002394488,0.002699713],"category_scores_gemma":[0.00003777362,0.0001488349,0.0001390276,0.0002265713,0.0001136158,0.0001461595,0.0002180861,0.0003994245,0.006316992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446455,"about_ca_system_score_gemma":0.00001943989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002460072,"about_ca_topic_score_gemma":0.00001000627,"domain_scores_codex":[0.9985584,0.0001055427,0.0002584845,0.0003354713,0.0001306584,0.0006114225],"domain_scores_gemma":[0.9993598,0.00009070606,0.00003151113,0.0002279497,0.0000453498,0.000244701],"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":[0.002083709,0.001137554,0.06168035,0.000189205,0.0004947291,0.0005885091,0.001607401,0.0009860051,0.3261063,0.002713925,0.4820353,0.120377],"study_design_scores_gemma":[0.0007924271,0.00005006982,0.001453425,0.00001250543,0.00004569916,0.00002860967,0.00006757076,0.0007963373,0.08048701,0.002172578,0.9138792,0.0002146227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705493,0.0001834341,0.0001453342,0.003062059,0.001919924,0.0002422662,0.0001236145,0.0004088484,0.02336519],"genre_scores_gemma":[0.9904366,0.0004355652,0.00008085927,0.002319224,0.0003020809,0.00005931865,0.0001026013,0.00001886847,0.006244843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4318438,"threshold_uncertainty_score":0.998212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05032782208152012,"score_gpt":0.4287579566588188,"score_spread":0.3784301345772987,"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."}}