{"id":"W4405221271","doi":"10.1016/j.matlet.2024.137877","title":"Hydrothermal carbonization coating on recycled quartz glass fiber","year":2024,"lang":"en","type":"article","venue":"Materials Letters","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Division of Civil, Mechanical and Manufacturing Innovation; Fulbright Canada; California State Polytechnic University, Pomona","keywords":"Materials science; Hydrothermal circulation; Coating; Quartz; Carbonization; Hydrothermal carbonization; Composite material; Fiber; Glass recycling; Glass fiber; Chemical engineering; Scanning electron microscope","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007061885,0.00009993637,0.00008567512,0.00002378762,0.00006161841,0.0002055241,0.0001356536,0.0000219512,0.00005662602],"category_scores_gemma":[0.000003849708,0.00007938613,0.00002213984,0.00007410548,0.00001462974,0.0001354089,0.00005095866,0.00003284938,0.0002294107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004818332,"about_ca_system_score_gemma":0.000001537387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003016884,"about_ca_topic_score_gemma":4.73279e-7,"domain_scores_codex":[0.9994051,0.00002780331,0.0001091198,0.0001982468,0.0001182016,0.0001415677],"domain_scores_gemma":[0.9998189,0.00002099792,0.00001622173,0.0001216343,0.000002022904,0.0000201845],"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":[0.000002321631,0.000006913536,0.000007019773,0.00003032276,0.00002032148,0.00002272902,0.0004392649,0.001568648,0.9878895,0.002681236,0.002409129,0.004922614],"study_design_scores_gemma":[0.0002517038,0.00009574895,0.001641352,0.0002709278,0.00001462978,0.00001915203,0.00002222028,0.01252313,0.9566906,0.0001351686,0.02780884,0.0005265258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698585,0.0001428079,0.02131806,0.005709426,0.001328763,0.00009337925,0.000005092331,0.000550025,0.000993951],"genre_scores_gemma":[0.9976925,0.000006546492,0.0008469082,0.0009210421,0.0001564307,0.00001851594,0.000004615035,0.00001203566,0.0003413889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03119888,"threshold_uncertainty_score":0.3237273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006005939172561182,"score_gpt":0.1868688899441026,"score_spread":0.1808629507715414,"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."}}