{"id":"W2040854291","doi":"10.1007/s10853-013-7258-0","title":"Diffusional effects for the oxidation of SiC powders in thermogravimetric analysis experiments","year":2013,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Thermogravimetric analysis; Diffusion; Materials science; Kinetics; Particle (ecology); Reaction rate; Particle size; Chemical kinetics; Chemical engineering; Thermodynamics; Physical chemistry; Chemistry; Catalysis; Organic 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":[0.003069736,0.0001609416,0.0005436959,0.0007970219,0.0001525961,0.0002014167,0.00097227,0.00004877809,0.0009444229],"category_scores_gemma":[0.001066128,0.00009716213,0.0001266381,0.001388264,0.0004460772,0.0008281938,0.0001208453,0.0000435716,0.00001614371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166814,"about_ca_system_score_gemma":0.000133073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537407,"about_ca_topic_score_gemma":0.000003261365,"domain_scores_codex":[0.9974672,0.0001778766,0.0009371353,0.0002468683,0.0008039682,0.0003669978],"domain_scores_gemma":[0.9971582,0.0008774258,0.001148584,0.0003171674,0.0004143418,0.0000842291],"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":[0.00007087123,0.00008044891,0.0002355923,0.00003160258,0.00002338594,9.861127e-7,0.000226603,0.0004569319,0.9980069,0.0001502846,0.00001456419,0.000701837],"study_design_scores_gemma":[0.0004176686,0.0001155273,0.0366286,0.00004535207,0.00009639957,0.00000645721,0.0001598485,0.0001307502,0.9612638,0.001024295,0.00000937987,0.000101953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926726,0.0001416127,0.005411563,0.0001339979,0.001110828,0.000492653,0.00001169219,0.000006988984,0.00001809754],"genre_scores_gemma":[0.9928792,0.00002697015,0.006877755,0.00005255567,0.00008872899,0.00004652739,8.084522e-7,0.00001108655,0.000016346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03674312,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180590704749269,"score_gpt":0.2780003970279541,"score_spread":0.2661944899804615,"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."}}