{"id":"W4399754370","doi":"10.1002/adsu.202400184","title":"Super‐Black Material Created by Plasma Etching Wood","year":2024,"lang":"en","type":"article","venue":"Advanced Sustainable Systems","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Australian Government","keywords":"Plasma; Etching (microfabrication); Materials science; Plasma etching; Composite material; Physics; Nuclear physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008826729,0.0004650111,0.0006113594,0.0002211721,0.0005272811,0.0008973475,0.0004959701,0.0001488562,0.0002672327],"category_scores_gemma":[0.0004265491,0.0003978616,0.0001033335,0.0006465767,0.0002820809,0.001527233,0.0003892354,0.0003122059,0.0006579059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007973481,"about_ca_system_score_gemma":0.0002145823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004729036,"about_ca_topic_score_gemma":0.000005194217,"domain_scores_codex":[0.9956324,0.0002751002,0.00062413,0.0009818292,0.0007414594,0.001745078],"domain_scores_gemma":[0.9983007,0.0004234265,0.00009708734,0.0005822908,0.0003352037,0.0002612653],"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":[0.0001684272,0.00005835935,0.00001172339,0.00309709,0.00007257306,0.001058605,0.001198767,0.007239192,0.9645301,0.0140239,0.007945013,0.0005962251],"study_design_scores_gemma":[0.001252438,0.0004286502,0.000005222132,0.0008386778,0.00005937974,0.0001129142,0.04463846,0.007311444,0.5244403,0.002256418,0.4174019,0.001254215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711172,0.008586796,0.005271122,0.0002334576,0.002261393,0.001659393,0.0002341252,0.001395271,0.00924122],"genre_scores_gemma":[0.955798,0.0003405488,0.0003623287,0.00001593778,0.0003590339,0.0003740504,0.00006577152,0.00011496,0.04256932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400899,"threshold_uncertainty_score":0.9998474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008109963094128285,"score_gpt":0.2676368557766926,"score_spread":0.2595268926825643,"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."}}