{"id":"W4210984925","doi":"10.1063/1.2408494","title":"Focus on Sensors","year":2002,"lang":"en","type":"article","venue":"Physics Today","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Physics; Optics","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":[0.001105821,0.002476726,0.001374967,0.002038446,0.001387471,0.005095743,0.003007066,0.003048043,0.09567713],"category_scores_gemma":[0.002290515,0.0008203556,0.0009789915,0.002599178,0.001110412,0.008209499,0.00286416,0.003170883,0.08781745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236721,"about_ca_system_score_gemma":0.001113816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029251,"about_ca_topic_score_gemma":0.001070397,"domain_scores_codex":[0.9973201,0.000313466,0.0001227215,0.0007627761,0.001275825,0.000205155],"domain_scores_gemma":[0.997831,0.0003599909,0.0001111862,0.0003571291,0.001212507,0.0001281222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001405188,0.0001104542,0.0009403616,0.003131739,0.00006445668,0.0003490212,0.0004083982,0.0009584117,0.02062651,0.09748316,0.3419499,0.533837],"study_design_scores_gemma":[0.000008156097,0.00005294663,0.0003593588,0.0003493187,0.00001829667,0.0004625943,0.0001049022,0.0003570006,0.003631038,0.01058771,0.9840485,0.00002017095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003497734,0.107043,0.1152474,0.01114655,0.01888767,0.0006182016,0.0034482,0.004039697,0.7360715],"genre_scores_gemma":[0.06201065,0.1018096,0.08169987,0.01859194,0.01248683,0.0007827451,0.007328416,0.001796354,0.7134936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09567713,"threshold_uncertainty_score":0.3200719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207906935549784,"score_gpt":0.1977936189687138,"score_spread":0.1770029254137354,"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."}}