{"id":"W2568109983","doi":"10.1167/16.12.416","title":"Nothing more than a curve: a common mechanism for the detection of radial and non-radial frequency patterns?","year":2016,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Curvature; Modulation (music); Physics; RADIUS; Frequency modulation; Amplitude; Line (geometry); Mathematical analysis; Optics; Acoustics; Mathematics; Geometry; Radio frequency; Telecommunications; Computer science","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":[0.0004064767,0.0001084595,0.0002053087,0.0001265741,0.00005122573,0.00002351349,0.0001515488,0.00008151103,0.000005956426],"category_scores_gemma":[0.0001057826,0.00006068854,0.0001062105,0.00005058876,0.00001874507,0.0002430495,0.00002174197,0.0001492362,3.150562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005514824,"about_ca_system_score_gemma":0.000008297631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006611167,"about_ca_topic_score_gemma":0.00003754384,"domain_scores_codex":[0.9992537,0.00002258412,0.0003544322,0.00006886469,0.0001827896,0.0001175519],"domain_scores_gemma":[0.999222,0.0003300382,0.0001924746,0.0001256929,0.00008096983,0.00004880032],"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":[0.00007952284,0.00004000557,0.004092551,0.0001027642,0.00006180455,0.000006223198,0.00110429,0.00004262993,0.8223963,0.0001206912,0.0001855084,0.1717678],"study_design_scores_gemma":[0.003336326,0.002286747,0.1990138,0.001915877,0.0001762542,0.000194261,0.0001165397,0.04403502,0.7412329,0.006408184,0.0008834178,0.0004007023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7752818,0.0001842825,0.2233894,0.0005681807,0.0003394271,0.0001850475,0.0000135124,0.00002834854,0.00001006411],"genre_scores_gemma":[0.997391,0.0004760289,0.001783639,0.00004025306,0.0002732634,0.00001002177,2.909219e-7,0.0000241659,0.00000138049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221092,"threshold_uncertainty_score":0.2474807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00866523201982142,"score_gpt":0.2891601482677226,"score_spread":0.2804949162479011,"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."}}