{"id":"W2107076401","doi":"10.1117/12.826139","title":"Tolerancing panoramic lenses","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced optical system design","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lens (geology); Optics; Distortion (music); Catadioptric system; Wavefront; Footprint; Entrance pupil; Focal length; Field of view; Computer science; Computer vision; Physics; Pupil; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004312797,0.0004307402,0.0005730533,0.0001128302,0.00008048306,0.0001200053,0.0009096776,0.0002395122,0.0000120987],"category_scores_gemma":[0.0003771676,0.0003764999,0.0006265435,0.0004102681,0.0001391951,0.0006837075,0.00006614147,0.0003922092,0.000005295925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593034,"about_ca_system_score_gemma":0.00001883106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002551508,"about_ca_topic_score_gemma":8.000033e-8,"domain_scores_codex":[0.9974671,9.455514e-9,0.0008668114,0.0003828429,0.0006939183,0.0005893276],"domain_scores_gemma":[0.9984111,0.0001616082,0.000214301,0.00008080299,0.0009656871,0.0001665205],"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":[0.00004141484,0.00005907628,0.00009549053,0.0004071118,0.00022602,1.807695e-7,0.0001253558,0.002876172,0.6913032,0.301635,0.001983825,0.001247143],"study_design_scores_gemma":[0.003016125,0.001132763,0.00325596,0.0015262,0.0003985089,0.00009104816,0.001769539,0.2286013,0.7366318,0.01081456,0.01092848,0.001833753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909943,0.0002780988,0.0005504256,0.0008781063,0.0003516325,0.000581156,0.00002658701,0.0003763532,0.005963383],"genre_scores_gemma":[0.8790766,0.0001061546,0.1198536,0.0001199977,0.0005089651,0.00008336374,0.000005224896,0.00009083469,0.0001552549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908204,"threshold_uncertainty_score":0.9998687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030636484585943,"score_gpt":0.219204831068966,"score_spread":0.2088984662231065,"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."}}