{"id":"W4220869313","doi":"10.2118/208914-ms","title":"Hydrogen Production and Char Formation Assessment through Supercritival Gasification of Biomass","year":2022,"lang":"en","type":"article","venue":"","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Char; Corncob; Biomass (ecology); Supercritical fluid; Gibbs free energy; Chemical engineering; Yield (engineering); Process engineering; Hydrogen production; Pulp and paper industry; Environmental science; Materials science; Hydrogen; Chemistry; Thermodynamics; Pyrolysis; Organic chemistry; Agronomy; Composite material; Engineering","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":[0.0001123783,0.00007065523,0.0000954065,0.0000397449,0.00009160942,0.00001094714,0.00005178861,0.00001914645,0.0001820458],"category_scores_gemma":[0.00002618376,0.00006656943,0.00001991404,0.0001381559,0.00003728526,0.0003991024,0.00003381038,0.00007375768,0.0000026428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004074356,"about_ca_system_score_gemma":0.000006507129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001440788,"about_ca_topic_score_gemma":0.000002076962,"domain_scores_codex":[0.9993767,0.00002628492,0.0001825809,0.0001139648,0.0001752678,0.0001252002],"domain_scores_gemma":[0.9998181,0.00002185583,0.000002787238,0.00008451318,0.0000432439,0.00002950474],"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":[0.000008821278,0.0001283575,0.0005402276,0.0007036297,0.00002254382,0.000001959891,0.0009393661,0.0002750339,0.972693,0.02176545,0.0003934397,0.002528182],"study_design_scores_gemma":[0.0001442389,0.00008872034,0.0009587159,0.00001226805,0.00001905641,0.0000486324,0.001940225,0.007850553,0.9755287,0.01222084,0.001025678,0.0001623821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731882,0.0002009163,0.02130677,0.001127377,0.0001413791,0.0001593373,0.00001711714,0.00016637,0.003692567],"genre_scores_gemma":[0.9976853,0.00004419873,0.002066176,0.00003475792,0.00002561496,0.00007436545,0.00003157296,0.00001045619,0.00002758142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02449711,"threshold_uncertainty_score":0.2714623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190129970712635,"score_gpt":0.2404473807204459,"score_spread":0.2214343836491824,"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."}}