{"id":"W4299993258","doi":"10.31399/asm.cp.itsc2004p0210","title":"Characterization of Vacuum Plasma Sprayed Boron Carbide","year":2004,"lang":"en","type":"article","venue":"Thermal spray","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pyrogenesis (Canada); University of Toronto","funders":"","keywords":"Materials science; Boron carbide; X-ray photoelectron spectroscopy; Raman spectroscopy; Microstructure; Boron; Amorphous solid; Equiaxed crystals; Boron oxide; Carbide; Grain boundary; Metallurgy; Microcrystalline; Indentation hardness; Amorphous carbon; Analytical Chemistry (journal); Chemical engineering; Oxide; Crystallography; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003843562,0.0001360746,0.0002208792,0.00005962753,0.00005898896,0.00005789984,0.0002792702,0.00007818981,0.001243621],"category_scores_gemma":[0.00002463204,0.000114761,0.00005087734,0.0001185133,0.00009754847,0.0002125602,0.00007079644,0.0000644559,0.0003477621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005058755,"about_ca_system_score_gemma":0.0001207026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002605717,"about_ca_topic_score_gemma":0.00002103437,"domain_scores_codex":[0.998735,0.00008254401,0.000269913,0.000223293,0.0003495064,0.0003397533],"domain_scores_gemma":[0.9994223,0.00002368101,0.0001200473,0.0002710284,0.00006989406,0.00009303413],"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":[0.0001351907,0.00008074583,0.0001112566,0.00003768956,0.000004995435,0.000008800009,0.0001645392,0.00005753109,0.9982841,0.0007290499,0.000003953766,0.0003821747],"study_design_scores_gemma":[0.0006014577,0.0001234411,0.006543306,0.00003585561,0.000009380994,0.000002169979,0.00001878352,0.000008264215,0.9920918,0.0001112557,0.0003236306,0.0001306216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965376,0.0000177142,0.00005954149,0.0001384063,0.0003889481,0.0001914737,0.00007008994,0.00007631049,0.002519904],"genre_scores_gemma":[0.9993042,0.00001138316,0.0001820103,0.00006780636,0.0001781498,0.00001947446,0.00003154546,0.00002484458,0.0001805368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006432049,"threshold_uncertainty_score":0.9996694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048737859061018,"score_gpt":0.2376098232247119,"score_spread":0.2271224446341017,"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."}}