{"id":"W1989526432","doi":"10.1080/05704928.2010.529627","title":"A Simple Method for Initial Condensed-Phase Combustion Reactions Predictions","year":2011,"lang":"en","type":"article","venue":"Applied Spectroscopy Reviews","topic":"Energetic Materials and Combustion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Combustion; Phase (matter); Work (physics); Limiting; Statistical physics; Chemistry; Simple (philosophy); Quantum; Energetic material; Chemical physics; Thermodynamics; Process engineering; Physics; Physical chemistry; Explosive material; Organic chemistry; Mechanical engineering; Quantum mechanics; Engineering","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":[0.0004239545,0.0007448863,0.0003910292,0.0009619353,0.0003832379,0.000466645,0.0009443303,0.0006072663,0.007907022],"category_scores_gemma":[0.001386508,0.0003378984,0.0004535654,0.0003701619,0.0003559469,0.0007899875,0.0005223746,0.000881122,0.002445448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467746,"about_ca_system_score_gemma":0.0007700756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006259471,"about_ca_topic_score_gemma":0.0008194946,"domain_scores_codex":[0.9997411,0.00003450547,0.00001091812,0.00004985619,0.0001483833,0.00001515239],"domain_scores_gemma":[0.9996682,0.0001228947,0.00002663132,0.0000787241,0.00009088533,0.00001261644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001566877,0.0002984948,0.002617398,0.0005603994,0.0000920316,0.0002788711,0.0002767809,0.1286868,0.2967877,0.177403,0.007025622,0.3858162],"study_design_scores_gemma":[0.00002153275,0.00006041069,0.0008431826,0.00002564626,0.00001474196,0.0001473114,0.00002150135,0.8892655,0.07061242,0.02253534,0.01641813,0.00003423101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009384384,0.00008188796,0.9847308,0.00005430534,0.0000708369,0.00009694278,0.0001475824,0.0009481371,0.004485073],"genre_scores_gemma":[0.1987983,0.0002643495,0.7840941,0.00008107338,0.00004015288,0.0004873876,0.000366196,0.000635626,0.01523284],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007907022,"threshold_uncertainty_score":0.02645165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806546233174638,"score_gpt":0.333344841820384,"score_spread":0.2852793794886377,"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."}}