{"id":"W3123007735","doi":"","title":"What Image Properties Regulate Eye Growth","year":2006,"lang":"en","type":"article","venue":"Faculty of Health; Institute of Health and Biomedical Innovation","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Spatial frequency; Artificial intelligence; Computer vision; Image quality; Optics; Focus (optics); Computer science; Image formation; Image (mathematics); Mathematics; Physics","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":[0.0007206209,0.0001307759,0.0002836112,0.0001537755,0.000145465,0.00001740421,0.00008991923,0.0001206106,0.000004635336],"category_scores_gemma":[0.00009694172,0.0001038985,0.00002959266,0.0004076904,0.000443071,0.00003602063,0.00004916581,0.00007141636,0.000001405822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000020284,"about_ca_system_score_gemma":0.0007040453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006651459,"about_ca_topic_score_gemma":0.00002764269,"domain_scores_codex":[0.998231,0.00005107444,0.0009423095,0.0002402267,0.000266001,0.0002694191],"domain_scores_gemma":[0.9990606,0.000002401626,0.0004645195,0.000109023,0.0002868514,0.00007661137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008708106,0.001209809,0.0221486,0.009449666,0.000115496,0.000003019899,0.001005727,0.000005462435,0.4511561,0.01417994,0.1269556,0.3728998],"study_design_scores_gemma":[0.00510173,0.004233088,0.1134767,0.001756845,0.00001360825,0.00002391163,0.001942704,0.0001278313,0.08709393,0.003835673,0.7815481,0.0008458946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702303,0.003729213,0.001830347,0.02336861,0.0003452731,0.0003360311,0.00002166156,0.00001239871,0.0001261351],"genre_scores_gemma":[0.9886771,0.002014086,0.004045567,0.001644914,0.00009173399,0.00001222271,0.003213369,0.00001006463,0.0002908722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6545925,"threshold_uncertainty_score":0.4236857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519246405003065,"score_gpt":0.304281017637672,"score_spread":0.2790885535876413,"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."}}