{"id":"W2333043592","doi":"10.1097/opx.0b013e31820e253c","title":"The Scope is Not Limited","year":2011,"lang":"en","type":"editorial","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Computer science; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001892086,0.0002371502,0.0003765047,0.0003343499,0.0014449,0.0001360542,0.0004030447,0.0003694563,0.00009948635],"category_scores_gemma":[0.002437423,0.0001324356,0.00007316731,0.0011417,0.002223989,0.0002107013,0.0004993225,0.0006652453,0.0001291711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003673102,"about_ca_system_score_gemma":0.0002497252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008746544,"about_ca_topic_score_gemma":1.229181e-7,"domain_scores_codex":[0.997577,0.00004054581,0.0002707076,0.0006195319,0.001057812,0.0004344491],"domain_scores_gemma":[0.9977826,0.0009189329,0.0001540425,0.0004874282,0.0004469697,0.0002100024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003897497,0.0001336342,0.002603013,0.0001058553,0.00003467568,0.000008923837,0.000172399,3.712524e-9,0.000292116,0.00002335974,0.9902914,0.005944915],"study_design_scores_gemma":[0.0008029265,0.002976645,0.05094036,0.0004846108,0.0001018857,0.00002785126,0.0001038593,0.00001632767,0.001264359,0.00003360618,0.9430051,0.0002424666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.09586951,0.003478197,0.00001085116,0.0009991913,0.8883934,0.0004146252,0.00003518442,0.00005636268,0.01074267],"genre_scores_gemma":[0.3732691,0.01830523,0.0004952508,0.001246639,0.5728035,0.00004194628,0.00002551866,0.00005217226,0.03376064],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3155899,"threshold_uncertainty_score":0.9998551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640826554818846,"score_gpt":0.4850933739970028,"score_spread":0.4486851084488143,"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."}}