{"id":"W2032092368","doi":"10.1119/1.2336138","title":"Probeware Modification of a Spectrometer","year":2006,"lang":"en","type":"article","venue":"The Physics Teacher","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Crop Industry Development Fund","funders":"","keywords":"Vernier scale; Reading (process); Decimal; Notation; Spectrometer; Physics; Spectral line; Optics; Task (project management); Motion (physics); Computer graphics (images); Computer science; Theoretical physics; Mathematics; Arithmetic; Engineering; Classical mechanics; Philosophy","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":[0.0008939945,0.001307118,0.0007811196,0.001175992,0.0009650036,0.000887752,0.002354514,0.001363769,0.05902368],"category_scores_gemma":[0.00288453,0.0009129994,0.0005717616,0.000783873,0.0003882489,0.001604804,0.001238388,0.002208162,0.02661737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513413,"about_ca_system_score_gemma":0.0006853839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006105417,"about_ca_topic_score_gemma":0.0007720749,"domain_scores_codex":[0.9983587,0.0001003048,0.00009581143,0.0005745195,0.0007382888,0.0001323938],"domain_scores_gemma":[0.9970734,0.000502747,0.0000973533,0.001205183,0.0008830374,0.0002383097],"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":[0.0005931112,0.0002804238,0.002487226,0.0003320215,0.00004083177,0.0006039246,0.0002832128,0.0006070377,0.7918444,0.003895019,0.05425918,0.1447735],"study_design_scores_gemma":[0.0001406433,0.0007612208,0.005901526,0.00006378593,0.00006371571,0.001802289,0.000140719,0.01122371,0.5815952,0.001960301,0.3961794,0.0001674512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06359951,0.00049257,0.7729524,0.002273832,0.004427627,0.00257993,0.006650898,0.1043073,0.04271594],"genre_scores_gemma":[0.1773163,0.0004821568,0.6889032,0.004587228,0.0007789952,0.005064604,0.007312112,0.01092505,0.1046304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05902368,"threshold_uncertainty_score":0.1974539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637256186757447,"score_gpt":0.2452588426764321,"score_spread":0.2288862808088576,"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."}}