{"id":"W1979117972","doi":"10.1016/j.carbon.2004.01.021","title":"Computational modeling in processing flows of carbonaceous mesophases","year":2004,"lang":"en","type":"article","venue":"Carbon","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.00003051391,0.00006214912,0.00010807,0.00004391014,0.000006525549,0.00000395212,0.0000331602,0.00003110312,0.000001066235],"category_scores_gemma":[0.000006388712,0.00006650676,0.00001255075,0.00006696985,0.00000399798,0.00003391673,0.00000738027,0.00003853578,2.364157e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005002215,"about_ca_system_score_gemma":0.00002267689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001921389,"about_ca_topic_score_gemma":0.00001073523,"domain_scores_codex":[0.9996327,0.000002338879,0.0001396438,0.0000658092,0.0000640963,0.00009542644],"domain_scores_gemma":[0.9999011,0.000004262911,0.00001301292,0.00004423842,0.00001918666,0.00001815503],"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":[0.000003026047,0.000007313964,0.000001880161,0.00005983821,0.000001512446,0.000004674308,0.0001361964,0.9596004,0.03886737,0.0002247373,7.457295e-8,0.00109291],"study_design_scores_gemma":[0.0003081578,0.000009307534,0.000002470913,0.00007351807,0.000002930686,0.000002815633,0.0000289499,0.970475,0.01895779,0.01006783,0.000004614481,0.00006665351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325196,0.0009069595,0.06584728,0.000004616134,0.0001251085,0.00005518783,0.000002197287,0.00006570516,0.0004733109],"genre_scores_gemma":[0.9914611,0.00001796397,0.008458656,0.000005185577,0.00003122511,0.000005237448,0.000003812294,0.00001572498,0.000001071825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05894149,"threshold_uncertainty_score":0.2712067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138798033093526,"score_gpt":0.2225689393072282,"score_spread":0.2086891359978756,"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."}}