{"id":"W4313519517","doi":"10.3390/inorganics11010026","title":"Study of Phase Composition in TiFe + 4 wt.% Zr Alloys by Scanning Photoemission Microscopy","year":2023,"lang":"en","type":"article","venue":"Inorganics","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Elettra-Sincrotrone Trieste","keywords":"Dehydrogenation; Alloy; Hydrogen storage; Oxide; Materials science; Hydrogen; Zirconium; Chemical engineering; Scanning electron microscope; Analytical Chemistry (journal); Metallurgy; Inorganic chemistry; Chemistry; Catalysis; Composite material; Organic chemistry","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":[0.00009196986,0.0001411135,0.0001025034,0.000476334,0.0001865314,0.0002157442,0.0002181014,0.0002101955,0.001062754],"category_scores_gemma":[0.0001329219,0.0001458773,0.00009069353,0.0001983649,0.0001607802,0.0001734755,0.0001002953,0.0001660173,0.0001333831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413136,"about_ca_system_score_gemma":0.00008010137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006280396,"about_ca_topic_score_gemma":0.0009502047,"domain_scores_codex":[0.9999533,0.000005403845,0.00000317659,0.0000115622,0.0000176813,0.00000892023],"domain_scores_gemma":[0.9999428,0.00001772608,0.00001256871,0.000004548433,0.00001858595,0.000003869079],"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":[0.00004918445,0.000005590227,0.0006435416,0.00002596227,0.000002740234,0.00005544748,0.00002996558,0.00005445677,0.9975877,0.000110698,0.00001637601,0.00141835],"study_design_scores_gemma":[0.000006401394,0.00006765738,0.0108426,0.000007916843,0.00001091946,0.0002184528,0.0001070842,0.001836255,0.9855196,0.0001083906,0.001269596,0.00000513832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945558,0.0009935469,0.002517841,0.00003528534,0.00001388789,0.0000103878,0.0001891746,0.00005996888,0.00162419],"genre_scores_gemma":[0.9957055,0.0004173119,0.002667997,0.0000148936,0.000005153082,0.00001165628,0.0001234315,0.0000163499,0.0010378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001062754,"threshold_uncertainty_score":0.003555238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281454852152514,"score_gpt":0.3258621368607268,"score_spread":0.3030475883392016,"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."}}