{"id":"W4399019071","doi":"10.9734/bpi/mono/978-81-973574-1-1/ch0","title":"Plasmas Afterglows with N2 for Surface Treatments New Results","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Afterglow; Atomic physics; Physics; Atom (system on chip); Metastability; Crystallography; Chemistry; Quantum mechanics; Gamma-ray burst","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003763821,0.0003419629,0.0004152722,0.0000770444,0.00003686495,0.00003143584,0.00006969924,0.0002717766,0.0002070857],"category_scores_gemma":[0.00002028765,0.0002300501,0.0001304748,0.00003163986,0.00003718882,0.00002148226,0.00003055773,0.0001626551,0.001135909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174249,"about_ca_system_score_gemma":0.0003145491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004706581,"about_ca_topic_score_gemma":0.0001583429,"domain_scores_codex":[0.9987983,9.351209e-7,0.0002973571,0.0004990002,0.0002072855,0.0001971403],"domain_scores_gemma":[0.9988261,0.0002717147,0.00008207768,0.0004839614,0.00009131805,0.0002447581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002804955,0.000175651,0.0000519867,0.0003564137,0.001528461,0.0003203037,0.0001213939,0.00003894405,0.0000815195,0.2658243,0.7234393,0.005256822],"study_design_scores_gemma":[0.00305942,0.0008643414,0.00002613517,0.0006226156,0.001352668,0.0000704549,0.00000852122,0.0001124623,0.0005421222,0.005002073,0.9880688,0.0002703803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008439488,0.0004594841,0.0004529445,0.002445818,0.0001283381,0.001639998,0.0009769471,0.0001833405,0.9928692],"genre_scores_gemma":[0.0008067129,0.0003232954,0.01853104,0.0002417386,0.000247976,0.00005278758,0.001087664,0.0001035568,0.9786052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2646295,"threshold_uncertainty_score":0.9996418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791112791770846,"score_gpt":0.2702491940939472,"score_spread":0.2423380661762388,"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."}}