{"id":"W1991283543","doi":"10.1016/s0008-6223(02)00433-5","title":"Thermal runaway prediction for impregnated activated carbons from isothermal DSC measurements","year":2003,"lang":"en","type":"article","venue":"Carbon","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Isothermal process; Activated carbon; Thermal runaway; Materials science; Thermal; Chemical engineering; Thermodynamics; Chemistry; Physical chemistry; Adsorption; Physics; 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":[0.000266889,0.001014302,0.0006150095,0.0008605833,0.0003512828,0.0003696883,0.0009078882,0.000592396,0.001388427],"category_scores_gemma":[0.000960367,0.0004860893,0.0004863733,0.0004267815,0.0003167547,0.0006519567,0.0001974296,0.0007059389,0.0004025817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007719937,"about_ca_system_score_gemma":0.000304417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004602297,"about_ca_topic_score_gemma":0.007364602,"domain_scores_codex":[0.9998518,0.00001306394,0.000006701323,0.00003163152,0.00007775045,0.00001912054],"domain_scores_gemma":[0.9996207,0.0002162253,0.00003085413,0.00004128022,0.00007873162,0.00001222022],"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":[0.0004825648,0.0001374323,0.003483624,0.0004127249,0.0000525198,0.0002624435,0.0001125991,0.3583916,0.6075763,0.001959927,0.0007066768,0.02642161],"study_design_scores_gemma":[0.000006406874,0.0000538582,0.003089262,0.000005843201,0.00001705875,0.00003816912,0.00001320757,0.7800959,0.215922,0.0004349525,0.0003044291,0.00001894769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260169,0.001572992,0.1655522,0.0001024911,0.00006442387,0.00008501211,0.0005664882,0.001721822,0.004317778],"genre_scores_gemma":[0.993619,0.0002454883,0.005094035,0.000004616658,0.000003700388,0.00002238825,0.0001913731,0.00008661787,0.0007327636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004602297,"threshold_uncertainty_score":0.009150982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515545875788628,"score_gpt":0.2278733003377995,"score_spread":0.2027178415799132,"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."}}