{"id":"W2165724895","doi":"10.1109/memsys.2007.4433127","title":"Magnetically actuated scanning microlens for NIR Raman spectroscopy","year":2007,"lang":"en","type":"article","venue":"","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Microlens; Materials science; Optics; Raman spectroscopy; Focal length; Spectroscopy; Fabrication; Lens (geology); Near-infrared spectroscopy; Optoelectronics; Physics","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":[0.0001294478,0.0002734757,0.0001609228,0.0001654979,0.0002335452,0.0002334076,0.000385019,0.0003592714,0.001176937],"category_scores_gemma":[0.0002502719,0.0001577765,0.0001454669,0.00008876142,0.0002224526,0.0003061076,0.0002425383,0.0003264255,0.0006098243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812209,"about_ca_system_score_gemma":0.0001787649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005339643,"about_ca_topic_score_gemma":0.001215348,"domain_scores_codex":[0.9998034,0.0000157971,0.000006890501,0.00004272116,0.0001081719,0.00002299481],"domain_scores_gemma":[0.9998583,0.00003481675,0.00003181061,0.00001263562,0.00004355843,0.0000189195],"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":[0.0000194316,0.000005389948,0.00004684049,0.00003224896,0.000001685564,0.0000240554,0.00001394108,0.0001032796,0.9955686,0.0001746441,0.0000679534,0.003941879],"study_design_scores_gemma":[0.000008156388,0.00009994461,0.0006811994,0.000004322276,0.000006733594,0.000248504,0.00002121172,0.00295482,0.9888495,0.00006567586,0.00704869,0.00001134771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7925894,0.006101412,0.1829531,0.0005610732,0.0003828627,0.0002269551,0.0004065432,0.00154276,0.01523595],"genre_scores_gemma":[0.8610598,0.001045965,0.1272002,0.0001773464,0.00007559128,0.00008292535,0.0002335287,0.00006897358,0.01005562],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001176937,"threshold_uncertainty_score":0.003937185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009515380595150752,"score_gpt":0.3389880739220845,"score_spread":0.3294726933269337,"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."}}