{"id":"W2371065567","doi":"","title":"Independent Component Analysis Combined with On-line Infrared Spectroscopy for Researching the Synthesis Reaction Mechanism of 3,4-Bis( 4'-aminofurazano-3') furoxan","year":2014,"lang":"en","type":"article","venue":"Gaodeng xuexiao huaxue xuebao","topic":"Energetic Materials and Combustion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Furoxan; Infrared spectroscopy; Principal component analysis; Chemistry; Infrared; Spectroscopy; Density functional theory; Spectral line; Analytical Chemistry (journal); Chemometrics; Physical chemistry; Computational chemistry; Physics; Computer science; Chromatography; Organic chemistry; Optics; Artificial intelligence","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":[0.0004807163,0.0006395641,0.0003965442,0.001091977,0.0002397641,0.0004471321,0.000375193,0.0003013191,0.001275407],"category_scores_gemma":[0.0005660693,0.0002020113,0.0004969126,0.001118055,0.0002270999,0.0006951775,0.0002100543,0.0004869959,0.0001632183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027506,"about_ca_system_score_gemma":0.000442613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796411,"about_ca_topic_score_gemma":0.001608237,"domain_scores_codex":[0.9997193,0.00004546195,0.00001284663,0.00006752244,0.0001249737,0.00002976167],"domain_scores_gemma":[0.9998407,0.00005056084,0.00002692133,0.00001487537,0.00005844345,0.000008498992],"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":[0.000399944,0.0003737186,0.006833159,0.0006560702,0.0001261975,0.0001764794,0.0001875674,0.02913095,0.7162542,0.004981449,0.00101658,0.2398637],"study_design_scores_gemma":[0.0000344347,0.0003046938,0.02912219,0.00002192337,0.000197435,0.0001460813,0.0001666187,0.6811995,0.2827136,0.002631038,0.003362086,0.0001003929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5570976,0.0015844,0.4355787,0.0002528933,0.0001216404,0.0001722086,0.0004245713,0.0008360381,0.003931859],"genre_scores_gemma":[0.8441603,0.001462711,0.151819,0.00003873403,0.00003436289,0.0001592341,0.00038499,0.0000968501,0.001843886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796411,"threshold_uncertainty_score":0.004266679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533685727943156,"score_gpt":0.2347584850524241,"score_spread":0.2194216277729926,"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."}}