{"id":"W4391663396","doi":"10.1149/ma2023-02653160mtgabs","title":"Hydrogenation, without H<sub>2(g)</sub>","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Chemistry; Environmental 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":[0.00008903362,0.000429042,0.0003170218,0.0001306396,0.0004106657,0.0008018528,0.0004855558,0.0007757927,0.01731313],"category_scores_gemma":[0.0002059994,0.0002076157,0.000177804,0.0002106811,0.0005129761,0.001018134,0.0004231312,0.0004990365,0.007792755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031427,"about_ca_system_score_gemma":0.0002188543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006642118,"about_ca_topic_score_gemma":0.001223507,"domain_scores_codex":[0.9999034,0.000007176483,0.000002585582,0.00002655125,0.0000366255,0.00002360991],"domain_scores_gemma":[0.9999375,0.00001276307,0.000009388298,0.00001153041,0.00001655234,0.00001216707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002109416,0.0000270161,0.0005177637,0.0003027399,0.0000187673,0.0001728763,0.00005107245,0.0003614156,0.9509943,0.009437212,0.008859043,0.02904686],"study_design_scores_gemma":[0.00001518416,0.000168673,0.001390334,0.00001697136,0.00002077809,0.0004394668,0.00008853567,0.001801829,0.8829269,0.002567065,0.1105455,0.00001873427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5610644,0.01395646,0.1371775,0.003671745,0.003827577,0.000213151,0.003651789,0.007446933,0.2689905],"genre_scores_gemma":[0.8665496,0.003477712,0.03292428,0.0008829047,0.0001733875,0.00007155918,0.001173907,0.000667053,0.0940796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731313,"threshold_uncertainty_score":0.05791819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111057097993954,"score_gpt":0.2392750729367014,"score_spread":0.2281645019567618,"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."}}