{"id":"W1980491227","doi":"10.1002/cjce.20110","title":"Notes on the issues of equilibrium in the Fischer–Tropsch synthesis","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fischer–Tropsch process; Product distribution; Chemistry; Thermodynamics; Equilibrium constant; Catalysis; Chemical equilibrium; Product (mathematics); Phase equilibrium; Hydrocarbon; Kinetic energy; Thermodynamic equilibrium; Distribution (mathematics); Phase (matter); Physical chemistry; Organic chemistry; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007597478,0.00018787,0.0003256197,0.0001513191,0.00005011139,0.00001630294,0.0009105766,0.00009701927,0.00004662979],"category_scores_gemma":[0.002822218,0.00009275926,0.000207384,0.0003934927,0.0001278247,0.00009100974,0.00002707856,0.0008138593,0.000005458903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841997,"about_ca_system_score_gemma":0.0001457125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103109,"about_ca_topic_score_gemma":0.0001184236,"domain_scores_codex":[0.9986359,0.00003448545,0.0004791747,0.00009363687,0.0003706109,0.0003861843],"domain_scores_gemma":[0.997796,0.001480792,0.0001328128,0.0003625488,0.00006362226,0.0001642244],"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":[0.00002635447,0.00001987327,0.0002242993,0.00006449671,0.0001151269,0.0001310676,0.002222047,0.0244188,0.9696992,0.002487578,0.0001777776,0.0004133891],"study_design_scores_gemma":[0.0001453374,0.00001937302,0.0001429908,0.0002286966,0.0000341516,0.0003911545,0.00007275156,0.005318487,0.992364,0.00006862461,0.001069817,0.0001445617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944801,0.0006292997,0.00003905211,0.004298739,0.00008659001,0.00008402501,0.000005744176,0.00001018864,0.0003662187],"genre_scores_gemma":[0.9995006,0.00000705397,0.0001131139,0.00007811219,0.0002392488,0.000006430898,7.303338e-7,0.00003244472,0.00002221393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02266486,"threshold_uncertainty_score":0.3782613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094396925565177,"score_gpt":0.2158272117544182,"score_spread":0.1948832424987664,"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."}}