{"id":"W4233027956","doi":"10.1007/978-1-4614-5491-5_200213","title":"Plasma Oxidation","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Plasma; Physics; Nuclear physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002891476,0.0009137256,0.000492466,0.0008621032,0.0007731388,0.001277549,0.0007762065,0.0007793645,0.04171212],"category_scores_gemma":[0.0002515072,0.00038668,0.0003883461,0.0006987992,0.0006333964,0.00139699,0.001310359,0.001889876,0.02703046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006730006,"about_ca_system_score_gemma":0.0005280297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006696922,"about_ca_topic_score_gemma":0.001057149,"domain_scores_codex":[0.9997458,0.00001991952,0.000006094964,0.00006327991,0.0001432695,0.00002169676],"domain_scores_gemma":[0.9999443,0.00001054471,0.000003450964,0.00001149956,0.00002520753,0.000004989903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007687682,0.00009438847,0.0001151617,0.001052672,0.00001853366,0.000224663,0.0004357107,0.0006757487,0.04854839,0.1029517,0.2686193,0.5771867],"study_design_scores_gemma":[0.000002996907,0.00002320252,0.0001118288,0.0000818143,0.000004782389,0.0002659775,0.00004617041,0.0001890569,0.01282242,0.01056533,0.9758779,0.000008554222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002965029,0.04738754,0.03987843,0.002102286,0.004242733,0.0001320526,0.0003736558,0.000977647,0.9019406],"genre_scores_gemma":[0.01141256,0.01802723,0.007288409,0.001076171,0.000439819,0.00007139768,0.0003500883,0.000229808,0.9611046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04171212,"threshold_uncertainty_score":0.139541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06107223497681172,"score_gpt":0.2883491291188143,"score_spread":0.2272768941420026,"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."}}