{"id":"W2061337401","doi":"10.1007/s00340-008-3310-1","title":"Top-hat cw laser induced thermal mirror: a complete model for material characterization","year":2008,"lang":"lt","type":"article","venue":"Applied Physics B","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Innovation Council","funders":"","keywords":"Laser; Excitation; Optics; Opacity; Materials science; Thermal; Absorption (acoustics); Attenuation coefficient; Thermal blooming; Plane mirror; Attenuation; Physics; 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":[0.0001877981,0.0006017433,0.000553832,0.0003607952,0.0003616211,0.0009214305,0.001876924,0.001067892,0.003464836],"category_scores_gemma":[0.0004078827,0.000368358,0.0004990532,0.000364597,0.0005584877,0.001123578,0.0003238824,0.0004459635,0.001986964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006744765,"about_ca_system_score_gemma":0.0008420665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458676,"about_ca_topic_score_gemma":0.002411363,"domain_scores_codex":[0.999702,0.00002384362,0.00000828132,0.00007242151,0.0001624466,0.00003098373],"domain_scores_gemma":[0.9998336,0.00001989215,0.00002025922,0.00006160929,0.00005516567,0.000009496364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001828526,0.0001597719,0.001169242,0.0003361757,0.00006671834,0.0005280841,0.0001255385,0.3319629,0.5652057,0.05940692,0.003318037,0.03753814],"study_design_scores_gemma":[0.000007278738,0.0000582331,0.0007264027,0.000006855717,0.00001951742,0.0001469023,0.00001928467,0.9413638,0.05129441,0.003158395,0.00317748,0.0000215437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1965888,0.0008683734,0.7427309,0.0003416786,0.0001560169,0.0002799606,0.001309702,0.001514229,0.05621031],"genre_scores_gemma":[0.8716135,0.0006700262,0.07651661,0.000101408,0.00003254752,0.0002128307,0.0006601668,0.0002470571,0.04994578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003464836,"threshold_uncertainty_score":0.01159108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423796060510616,"score_gpt":0.2208030852551945,"score_spread":0.1865651246500883,"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."}}