{"id":"W4237943932","doi":"10.1002/wcs.1470","title":"Cover Image, Volume 9, Issue 4","year":2018,"lang":"en","type":"paratext","venue":"Wiley Interdisciplinary Reviews Cognitive Science","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Cover (algebra); Image (mathematics); Event (particle physics); Volume (thermodynamics); Computer science; Artificial intelligence; Engineering; 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":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.002656981,0.001162761,0.001655312,0.0009075836,0.001300841,0.001264586,0.007123901,0.0003447608,0.008354136],"category_scores_gemma":[0.0009757018,0.0009591324,0.0006135096,0.003875114,0.004164521,0.005619049,0.01167041,0.00118127,0.2539503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251636,"about_ca_system_score_gemma":0.0008517356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004246784,"about_ca_topic_score_gemma":0.000001147834,"domain_scores_codex":[0.9922476,0.0003981846,0.001433042,0.003105143,0.001319749,0.001496271],"domain_scores_gemma":[0.9937525,0.0002244954,0.001237944,0.002247701,0.001982532,0.0005548454],"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":[0.00001808377,0.00008730664,0.000001164965,0.0002059369,0.00001611671,0.00003931219,0.0004501982,1.223262e-7,0.0006817721,0.00004862933,0.8427073,0.1557441],"study_design_scores_gemma":[0.0002354254,0.0009652989,0.00002675118,0.006863984,0.00005581495,0.0001447176,0.00005564533,0.0006461401,0.01333122,0.001627413,0.9746748,0.001372799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000008937395,0.01925318,0.6311482,0.0004471923,0.00370544,0.00160025,0.0001472651,0.0002313349,0.3434583],"genre_scores_gemma":[0.001506305,0.07351339,0.1317604,0.004837393,0.0046674,0.001060679,0.0003130919,0.0002282959,0.782113],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4993877,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903507826577775,"score_gpt":0.3777574308031039,"score_spread":0.3487223525373261,"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."}}