{"id":"W4213229857","doi":"10.1149/1945-7111/ac5657","title":"Standoff and Point Detection of Thin Polymer Layers Using Microcantilever Photothermal Spectroscopy","year":2022,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cantilever; Spectroscopy; Materials science; Photothermal spectroscopy; Photothermal therapy; Polymer; Analytical Chemistry (journal); Fourier transform infrared spectroscopy; Optoelectronics; Optics; Nanotechnology; Chemistry; Composite material; Physics; Chromatography","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":[0.0002498094,0.0005632978,0.0003437013,0.0003975711,0.0002001445,0.0003488122,0.0005557392,0.0008215968,0.0012202],"category_scores_gemma":[0.0006228013,0.0003197903,0.0002537025,0.0003056145,0.0003076768,0.0006228755,0.000452643,0.001031981,0.0004133315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886193,"about_ca_system_score_gemma":0.0001363402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022345,"about_ca_topic_score_gemma":0.0005250333,"domain_scores_codex":[0.9994839,0.00006122029,0.00001841742,0.00010016,0.0002821192,0.00005398623],"domain_scores_gemma":[0.9995512,0.0001983769,0.0001007163,0.00004402005,0.00006935451,0.00003635516],"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":[0.0000123729,0.000004054029,0.0000652805,0.00002037406,0.000002412539,0.00001355153,0.00001019162,0.00003052909,0.9986342,0.00003636742,0.00002105078,0.001149692],"study_design_scores_gemma":[0.000001748228,0.00005509338,0.0008318151,0.000003542872,0.000003440924,0.00007763687,0.0000127281,0.001154694,0.9975107,0.00003193945,0.0003107957,0.000005779822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977741,0.003556148,0.09400077,0.0002339843,0.0001442029,0.0000785636,0.0002628853,0.0005210791,0.003428398],"genre_scores_gemma":[0.9131947,0.002476908,0.07861538,0.0001897483,0.00005741863,0.0001258288,0.000268665,0.00005219357,0.0050193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0012202,"threshold_uncertainty_score":0.004081964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005015966519208661,"score_gpt":0.201451229463464,"score_spread":0.1964352629442554,"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."}}