{"id":"W2171461191","doi":"10.1109/ccece.1999.807979","title":"Computer modelling of solid state laser systems","year":2003,"lang":"en","type":"article","venue":"","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Collimated light; Laser; Optics; Active laser medium; Beam (structure); Radiation; Laser beam quality; Pulse (music); Transverse plane; Physics; Amplifier; Laser power scaling; Engineering; Optoelectronics; Laser beams","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":[0.0007891024,0.0008408012,0.001176347,0.0008099349,0.0009434547,0.001905834,0.001973058,0.001580807,0.01625173],"category_scores_gemma":[0.002580424,0.0005445977,0.001193614,0.001202876,0.0006544474,0.001383944,0.0008693811,0.001352676,0.00264496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277202,"about_ca_system_score_gemma":0.00189679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008879853,"about_ca_topic_score_gemma":0.004242828,"domain_scores_codex":[0.9992037,0.0001922818,0.00005951707,0.0001045771,0.0003626108,0.00007729557],"domain_scores_gemma":[0.9982272,0.0009027988,0.00008974096,0.0002217538,0.0005106376,0.00004799193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003223107,0.00003488395,0.0004036624,0.0001189843,0.00002561787,0.00009359489,0.00008073441,0.9507145,0.00178633,0.03194198,0.003522185,0.0112454],"study_design_scores_gemma":[0.00001296744,0.00001027569,0.00006680519,0.0000077913,0.000004630376,0.00001906346,0.000008787396,0.9857467,0.0008754937,0.004303731,0.008935858,0.000007866581],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02730085,0.000480363,0.9231507,0.0004681908,0.000235831,0.0006405341,0.003606382,0.005430021,0.03868704],"genre_scores_gemma":[0.3230281,0.001562299,0.6242595,0.0002588549,0.0001161386,0.003833948,0.006145609,0.00116993,0.03962559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01625173,"threshold_uncertainty_score":0.05436748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297760562053736,"score_gpt":0.207384032238185,"score_spread":0.1844064266176477,"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."}}