{"id":"W2384810398","doi":"","title":"Spectrum-study of Air Plasmas by Laser-induced Breakdown","year":2002,"lang":"en","type":"article","venue":"","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Plasma; Spectral line; Materials science; Atomic physics; Laser; Nitrogen; Range (aeronautics); Sampling (signal processing); Line (geometry); Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007837183,0.0002609589,0.0003165188,0.0001043202,0.00006408524,0.00001874093,0.0002413643,0.0001319165,0.002674911],"category_scores_gemma":[0.00001199707,0.0002408966,0.00007023864,0.0003161523,0.00001619852,0.0001559705,0.00002929233,0.0002766923,0.0005958116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005651789,"about_ca_system_score_gemma":0.000005003036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001544253,"about_ca_topic_score_gemma":0.0004520121,"domain_scores_codex":[0.9987205,0.00002933556,0.0003515652,0.0002501661,0.0002530884,0.000395353],"domain_scores_gemma":[0.9993225,0.00007885257,0.00003939482,0.0004119938,0.00001740144,0.0001298218],"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":[0.0000883287,0.004247523,0.006651074,0.0002240387,0.0008635902,0.0001556235,0.005508596,0.01433862,0.7180268,0.0009307342,0.2433126,0.005652481],"study_design_scores_gemma":[0.001400942,0.0006335806,0.0006937184,0.00001399688,0.00003850952,0.00001825436,0.0004086394,0.02490562,0.9673936,0.00006191678,0.00399814,0.0004331302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178562,0.00001917143,0.00004374967,0.00009730257,0.0003382397,0.0002526744,0.00002364794,0.0004570999,0.08091199],"genre_scores_gemma":[0.9978025,0.00002156862,0.0001060604,0.00004668488,0.00007843515,0.0000167313,0.00000763665,0.00004718041,0.001873226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2493668,"threshold_uncertainty_score":0.9982368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197463421379721,"score_gpt":0.1998176237386771,"score_spread":0.1878429895248799,"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."}}