{"id":"W1969404201","doi":"10.1142/9789812772442_0014","title":"FEW/MANY BODY DYNAMICS IN STRONG LASER FIELDS","year":2006,"lang":"en","type":"article","venue":"","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dynamics (music); Laser; Computer science; Physics; Optics; Acoustics","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":[0.000399176,0.0003732741,0.0008812258,0.0006983781,0.001273417,0.001288979,0.0009075967,0.001176417,0.00655448],"category_scores_gemma":[0.00127762,0.0004092098,0.0003821851,0.0003444775,0.002409581,0.002625621,0.001323469,0.001613789,0.0005993633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005611379,"about_ca_system_score_gemma":0.0003826906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009340312,"about_ca_topic_score_gemma":0.0007776075,"domain_scores_codex":[0.9998473,0.00003795679,0.000004094989,0.00002701115,0.00005302527,0.0000306216],"domain_scores_gemma":[0.9995756,0.0001258346,0.00005279462,0.00006522965,0.00004717987,0.0001333976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001314427,0.0001008314,0.000792965,0.00009336887,0.00002526229,0.0002268447,0.000203167,0.04978072,0.01454428,0.9238422,0.001837142,0.008421743],"study_design_scores_gemma":[0.00004816881,0.00004590185,0.001698901,0.00001848613,0.000009334299,0.0001429378,0.00008991004,0.5768617,0.001857573,0.4166778,0.002502795,0.00004654943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6552058,0.002763072,0.2130509,0.004549274,0.00113679,0.0001411178,0.000205623,0.001049643,0.1218979],"genre_scores_gemma":[0.9661956,0.0005731399,0.01435216,0.000445039,0.0002967903,0.00006950622,0.00007929159,0.0001947416,0.01779375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00655448,"threshold_uncertainty_score":0.02192694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005466721239822639,"score_gpt":0.1977595897244814,"score_spread":0.1922928684846588,"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."}}