{"id":"W4252431531","doi":"10.1111/vop.12365","title":"Issue Information ‐ TOC","year":2016,"lang":"en","type":"paratext","venue":"Veterinary Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001167541,0.0003306551,0.0006405038,0.0003092712,0.0000693109,0.00001575231,0.0001418358,0.000640035,0.07595593],"category_scores_gemma":[0.00006999217,0.0002616182,0.0002017072,0.0001329183,0.0001271317,0.0002118592,0.0001425149,0.0003062713,0.1000176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007816098,"about_ca_system_score_gemma":0.0001979155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006013715,"about_ca_topic_score_gemma":7.171462e-8,"domain_scores_codex":[0.9985926,0.00008976654,0.0004435849,0.0002890183,0.00016574,0.0004192883],"domain_scores_gemma":[0.9989485,0.0001192028,0.0001897195,0.0004853997,0.00009211829,0.000165125],"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":[0.002204712,0.0001346031,0.0003105532,0.0009517105,0.0001473773,0.001652374,0.0001081414,0.000001711998,0.0007490321,0.00002656846,0.9518839,0.04182931],"study_design_scores_gemma":[0.000712743,0.002631849,0.001270645,0.0001932666,0.00003884954,0.0197408,0.00002418105,0.000003159953,0.00003067548,0.00004623372,0.9750253,0.0002822895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1400553,0.001054921,0.00006764338,0.001316596,0.008484661,0.000564659,0.0001730299,0.00005532974,0.8482279],"genre_scores_gemma":[0.3068648,0.0005933785,0.0001623059,0.001409446,0.001392463,0.00019974,0.001900665,0.00006557926,0.6874117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1668095,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617340865881932,"score_gpt":0.3277178381770337,"score_spread":0.2915444295182144,"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."}}