{"id":"W2322329349","doi":"10.1364/cleo_si.2015.sm1n.3","title":"How Do Basic Nonlinear Optical Processes Lead to Atmospheric Lasing?","year":2015,"lang":"en","type":"article","venue":"","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Filamentation; Superradiance; Lasing threshold; Physics; Nonlinear optics; Stimulated emission; Nonlinear system; Lead (geology); Nonlinear optical; Laser; Optics; Optoelectronics; Quantum mechanics; Geology","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":[0.0004002826,0.0003578954,0.0003120581,0.0003773856,0.0006044913,0.0008156225,0.0004853325,0.0008802367,0.001561856],"category_scores_gemma":[0.000642864,0.0002898948,0.0003600753,0.0003256541,0.001518992,0.00190249,0.0005007774,0.001378507,0.0005633928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004068456,"about_ca_system_score_gemma":0.000246868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008573642,"about_ca_topic_score_gemma":0.0008401949,"domain_scores_codex":[0.9998159,0.00002012902,0.000009429838,0.00004024927,0.0000684231,0.00004594108],"domain_scores_gemma":[0.9997094,0.0001719385,0.00004701146,0.00001751437,0.00003835664,0.00001581927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002139167,0.0001481831,0.01118176,0.003666345,0.0001613658,0.002655125,0.0008969448,0.003049274,0.6172999,0.1371437,0.007065811,0.2165176],"study_design_scores_gemma":[0.00004585365,0.0009263978,0.02062505,0.0007486866,0.0001756964,0.007007475,0.001691171,0.008596773,0.4979713,0.1951503,0.2668808,0.0001805411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3000278,0.4436056,0.121932,0.01398828,0.002036032,0.0001624737,0.0005079525,0.001153798,0.116586],"genre_scores_gemma":[0.8002462,0.1714837,0.01836091,0.001967596,0.001104215,0.00007402343,0.0002048577,0.0001102375,0.006448356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001561856,"threshold_uncertainty_score":0.005224884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212527088592308,"score_gpt":0.2287138015889924,"score_spread":0.2065885307030693,"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."}}