{"id":"W4412233374","doi":"","title":"Blu-ray Optical Pickup Unit Based High-Speed Atomic Force Microscope","year":2023,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Pickup; Atomic force microscopy; Unit (ring theory); Microscope; Optics; Materials science; Physics; Computer science; Nanotechnology; Computer vision; Mathematics; Image (mathematics)","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":[0.0003817242,0.00046252,0.0006724753,0.0007905629,0.0009747419,0.0006366234,0.001982617,0.001089972,0.01503768],"category_scores_gemma":[0.0005017988,0.000483892,0.0002522798,0.0005602043,0.0003295446,0.001048106,0.0007461872,0.0009526309,0.004380226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008640346,"about_ca_system_score_gemma":0.0008851548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476137,"about_ca_topic_score_gemma":0.005485507,"domain_scores_codex":[0.9993349,0.00003153667,0.00002234443,0.0001434244,0.000373097,0.00009460319],"domain_scores_gemma":[0.9995878,0.00008958075,0.00005755036,0.00007007917,0.0001497088,0.00004527824],"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":[0.0002630998,0.00006722863,0.001012022,0.0002038218,0.00002190455,0.00009271111,0.00008140919,0.0004804304,0.9732652,0.001832002,0.004850188,0.01782997],"study_design_scores_gemma":[0.00009917223,0.0004022233,0.009194847,0.00004187399,0.00006005418,0.000545961,0.00006878578,0.03592504,0.9043913,0.0004146032,0.04876928,0.00008686271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6918991,0.003053927,0.2315984,0.001585614,0.0006035826,0.0006105909,0.008611061,0.01904652,0.04299112],"genre_scores_gemma":[0.6335514,0.0008662213,0.3185911,0.0003743626,0.00008807958,0.000423931,0.00464523,0.00048785,0.04097195],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01503768,"threshold_uncertainty_score":0.05030608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173901072203154,"score_gpt":0.2322385344858247,"score_spread":0.2204995237637931,"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."}}