{"id":"W2349684646","doi":"","title":"Research of an Automatic System Monitoring Thickness of Optical Thin-Film","year":2007,"lang":"en","type":"article","venue":"ACTA PHOTONICA SINICA","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Repetition (rhetorical device); Transmittance; Quarter (Canadian coin); Coating; Materials science; Point (geometry); SIGNAL (programming language); Optical coating; Optics; Computer science; Wavelength; Acoustics; Optoelectronics; Composite material; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007564847,0.0004519013,0.0003598664,0.0007901212,0.0003251257,0.0005239587,0.0009654735,0.0006672257,0.001077597],"category_scores_gemma":[0.001301522,0.0003604247,0.0002268369,0.0004654477,0.0003202284,0.0008732915,0.0003158531,0.0004988577,0.0002321012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003864898,"about_ca_system_score_gemma":0.0005597867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009929796,"about_ca_topic_score_gemma":0.0005581569,"domain_scores_codex":[0.9992406,0.0001110087,0.00002882746,0.0001567041,0.0004188944,0.00004389119],"domain_scores_gemma":[0.9988509,0.000320361,0.0001187706,0.0001407593,0.0005161203,0.00005299729],"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":[0.0001788689,0.00007664942,0.003279187,0.0002065041,0.00003132209,0.00009230655,0.0001461704,0.001143132,0.9056213,0.001448588,0.0005350431,0.08724098],"study_design_scores_gemma":[0.0001176012,0.001579678,0.01609034,0.00005216294,0.0001421991,0.0012422,0.00008798455,0.08090404,0.8895891,0.0006477056,0.009442345,0.0001045744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4328067,0.002678657,0.555314,0.0003410536,0.0003460678,0.0002785823,0.0002197032,0.003104092,0.004911169],"genre_scores_gemma":[0.7395015,0.0006346187,0.2568485,0.0001164881,0.0001153115,0.0001627227,0.0001943418,0.00008487615,0.002341678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001077597,"threshold_uncertainty_score":0.004000723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04102420804347563,"score_gpt":0.3287951973599165,"score_spread":0.2877709893164409,"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."}}