{"id":"W1554523783","doi":"10.1002/9783527635603.ch5","title":"Fischer–Tropsch Gas Loop","year":2011,"lang":"de","type":"other","venue":"","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Fischer–Tropsch process; Loop (graph theory); Process engineering; Chemistry; Engineering; Mathematics; Combinatorics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002327334,0.0009301469,0.001046919,0.0003791801,0.00004775384,0.0000317528,0.0008135422,0.001224027,0.1871344],"category_scores_gemma":[0.0001949749,0.0008034935,0.0005773719,0.0003592771,0.0001015007,0.0001078538,0.000399576,0.001164394,0.06899768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686821,"about_ca_system_score_gemma":0.00008225086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104195,"about_ca_topic_score_gemma":0.00007188172,"domain_scores_codex":[0.9968807,0.00003017616,0.0007044636,0.0008655302,0.0004856856,0.001033419],"domain_scores_gemma":[0.9977965,0.00007963247,0.0002835068,0.001351465,0.00006370042,0.0004252156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000278562,0.001242325,0.0004544899,0.007278109,0.009929532,0.000978468,0.001821707,0.00005342478,0.4965836,0.0281822,0.3006625,0.1525351],"study_design_scores_gemma":[0.0005746105,0.00003756553,0.000003047498,0.0004861717,0.000369091,0.00003906331,0.00004235941,0.0003995934,0.1425831,0.00007178907,0.854292,0.001101615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001419314,0.005123849,0.001584562,0.00004774829,0.001474573,0.0003941855,0.00003735552,0.0006547812,0.9892637],"genre_scores_gemma":[0.001190744,0.0006213235,0.002360835,0.00007215035,0.002008174,0.00003500761,0.0002178145,0.001182205,0.9923118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5536295,"threshold_uncertainty_score":0.9994416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615361312613311,"score_gpt":0.2255147007558115,"score_spread":0.2093610876296783,"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."}}