{"id":"W2795841440","doi":"10.1088/1757-899x/342/1/012096","title":"Internally Heated Screw Pyrolysis Reactor (IHSPR) heat transfer performance study","year":2018,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Health Services and Policy Research","keywords":"Heat transfer; Pyrolysis; Materials science; Nuclear engineering; Thermodynamics; Chemical engineering; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003617816,0.0002732498,0.0002982721,0.0001912272,0.0001338129,0.000362547,0.0004490146,0.0000668197,0.0003387135],"category_scores_gemma":[0.00005678162,0.0002480703,0.0000181546,0.0005328403,0.0003580789,0.001374161,0.0001016579,0.00009351963,0.00004031638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006274536,"about_ca_system_score_gemma":0.00005865981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003140287,"about_ca_topic_score_gemma":0.000008887257,"domain_scores_codex":[0.9984906,0.000008674937,0.0003066166,0.0003652202,0.0003535544,0.0004753899],"domain_scores_gemma":[0.9992705,0.00001536122,0.00000937613,0.0002636428,0.0002652001,0.0001759431],"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":[0.00003524253,0.00001279913,0.0001190209,0.00009835684,0.00001834511,0.000003489842,0.0008470737,0.00002480274,0.9981503,0.00004468105,0.000008090211,0.0006377337],"study_design_scores_gemma":[0.000214919,0.0002249311,0.002367531,0.00009931996,0.00001675492,0.00001769075,0.0002863606,0.0007621522,0.9954899,0.000004706054,0.0002078782,0.0003078805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981394,0.00003913361,0.000228157,0.00004124602,0.000662794,0.0001844107,0.00001116561,0.0004586056,0.0002350905],"genre_scores_gemma":[0.9995645,0.00007229624,0.000154444,0.0000217206,0.0001033535,0.00002620163,0.000002417797,0.00002867873,0.00002641435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002660488,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112715847837905,"score_gpt":0.1997295625451076,"score_spread":0.1884579777613171,"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."}}