{"id":"W4205856273","doi":"10.1364/iodc.2006.wb1","title":"Panomorph Lens: A New Type of Panoramic Lens","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmerVision (Canada); Université Laval","funders":"","keywords":"Lens (geology); Distortion (music); Computer science; Through-the-lens metering; Optics; Type (biology); Computer vision; Physics; Geology; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001398251,0.00008723779,0.000122394,0.00004990993,0.000008084354,0.000006569196,0.0001133201,0.00005322635,0.00005840162],"category_scores_gemma":[0.00003590609,0.00007959694,0.00002380404,0.0001755084,0.00005568749,0.0001190958,0.00003121046,0.00008747027,0.00008830659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002476109,"about_ca_system_score_gemma":0.000008646504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006543861,"about_ca_topic_score_gemma":0.00001741903,"domain_scores_codex":[0.9995502,0.000001815479,0.0001357092,0.00008538685,0.00006014653,0.0001667755],"domain_scores_gemma":[0.9997081,0.0000290003,0.0000124604,0.0002150665,0.00002405028,0.00001134078],"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":[0.00001698089,0.00009545899,0.009191193,0.00016049,0.00008367281,0.00003214931,0.00004200894,0.1093485,0.4965832,0.2556345,0.09183057,0.03698128],"study_design_scores_gemma":[0.00124808,0.0002108907,0.01219997,0.0001172385,0.00006865866,0.00003502501,0.0001443802,0.06298673,0.6713918,0.1230113,0.1273883,0.001197522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624677,0.002126102,0.2799405,0.0008577001,0.0004860928,0.0002889704,0.000008694135,0.007959723,0.1458645],"genre_scores_gemma":[0.9202924,0.00005728889,0.0785317,0.00002175761,0.00002373512,0.000001097089,0.000002623581,0.00002061795,0.001048749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3578247,"threshold_uncertainty_score":0.3245869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382467427306528,"score_gpt":0.2330410472804229,"score_spread":0.2092163730073577,"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."}}