{"id":"W2063071375","doi":"10.1366/000370204322842896","title":"Dual Beam Light Profile Microscopy: A New Technique for Optical Absorption Depth Profilometry","year":2004,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Optics; Collimated light; Materials science; Attenuation coefficient; Profilometer; Absorption (acoustics); Microscopy; Laser; Beam (structure); Physics; Surface finish","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003813506,0.0003488653,0.0003588169,0.0002297009,0.0001556505,0.0002811739,0.0008264031,0.0002372703,0.00003872005],"category_scores_gemma":[0.00004687333,0.0003154352,0.0001296652,0.0005458856,0.0000793184,0.0003741282,0.0001919401,0.0003444598,0.0001772596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867388,"about_ca_system_score_gemma":0.0002846447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001221007,"about_ca_topic_score_gemma":0.000006537415,"domain_scores_codex":[0.9976372,0.000009321448,0.0004271709,0.0007855281,0.0004128834,0.0007278975],"domain_scores_gemma":[0.9988203,0.00003997048,0.0001202351,0.0006720746,0.0000969895,0.0002504049],"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":[0.0000491913,0.000136849,0.00001316128,0.00002142006,0.00001164731,0.000001378476,0.0000539361,5.002943e-7,0.7222989,0.2753939,0.001571431,0.0004477142],"study_design_scores_gemma":[0.00065821,0.0008889855,0.0001002543,0.00005655695,0.00001491414,0.0000102408,0.00001153032,0.00002716355,0.9249769,0.07213689,0.0007584717,0.0003598182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00657197,0.00004159768,0.9607522,0.00171267,0.0001775258,0.00254853,0.000003671675,0.00090635,0.02728552],"genre_scores_gemma":[0.4173838,0.00000718651,0.5811713,0.0002501363,0.0002181985,0.0007964267,0.000009434148,0.00002788385,0.0001355665],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4108119,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028763101848484,"score_gpt":0.2838980604948455,"score_spread":0.2636104294763606,"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."}}