{"id":"W2472542475","doi":"10.1002/srin.200200016","title":"Macroexothermic phenomena in exothermic additions: mathematical and physical modelling","year":2002,"lang":"en","type":"article","venue":"Steel Research","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exothermic reaction; Chemistry; Dimensionless quantity; Thermodynamics; Ferrous; Physics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000293286,0.000118247,0.000184974,0.0001490428,0.00006098976,0.00005034576,0.0001506817,0.00005803127,0.001100988],"category_scores_gemma":[0.00002468077,0.000101683,0.00003190775,0.0003165981,0.0001167125,0.0001017923,0.00004369533,0.0004301074,0.0003209196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000595964,"about_ca_system_score_gemma":0.000004931522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005544099,"about_ca_topic_score_gemma":0.00000601366,"domain_scores_codex":[0.9988685,0.00005159198,0.0001621343,0.0001929776,0.0003021098,0.0004226364],"domain_scores_gemma":[0.9994336,0.000241126,0.000007859477,0.0001851188,0.00003008134,0.0001021767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006096691,0.001220986,0.00002352056,0.00253396,0.0001663846,0.0002335347,0.009410438,0.5272985,0.01065458,0.3248814,0.0006761198,0.1228396],"study_design_scores_gemma":[0.0002137072,0.0000225275,0.00001554859,0.00005095741,0.000002007457,0.000006762021,0.0001422137,0.9540267,0.00002398629,0.04463181,0.0007572284,0.0001065729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643356,0.001700296,0.01237406,0.00007914622,0.000026078,0.0003172727,0.00001585505,0.0001285671,0.1210231],"genre_scores_gemma":[0.9975653,0.0004715327,0.0003642091,0.000007467523,0.0001134522,0.0000559554,0.000001974615,0.00004335302,0.001376775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4267282,"threshold_uncertainty_score":0.9998121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0932818765973089,"score_gpt":0.3035928674197426,"score_spread":0.2103109908224337,"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."}}