{"id":"W7095642529","doi":"","title":"VISUAL PERCEPTION AND COGNITION IN IMAGE-GUIDED INTERVENTION (Thesis format: Integrated Article)","year":2014,"lang":"en","type":"article","venue":"","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Intervention (counseling); Perception; Inclusion (mineral); Cognitive Intervention; Visual perception; Vision rehabilitation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007563939,0.0001994543,0.0002105724,0.0001875355,0.0002971151,0.00193807,0.0003597025,0.0005112192,0.01460547],"category_scores_gemma":[0.004997255,0.0001301497,0.0001900683,0.0001419841,0.0008712527,0.000786614,0.000690915,0.000815333,0.0006305946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006215797,"about_ca_system_score_gemma":0.0007173803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00239877,"about_ca_topic_score_gemma":0.002140319,"domain_scores_codex":[0.9996544,0.0001548915,0.000008824757,0.00005877527,0.00007597922,0.00004702506],"domain_scores_gemma":[0.9991946,0.0005597579,0.00007335033,0.00004139143,0.00004455227,0.00008641124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003306394,0.006632595,0.01484455,0.002434013,0.0002332539,0.0005553107,0.04568601,0.003701637,0.04242769,0.03010311,0.03976757,0.8103079],"study_design_scores_gemma":[0.002609807,0.01130632,0.5908613,0.003754398,0.000690845,0.002073977,0.03991944,0.02675813,0.02913303,0.1674069,0.1251913,0.0002946495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840531,0.005948754,0.01064974,0.003837985,0.0003707632,0.0004333541,0.0001302154,0.0002285718,0.09434755],"genre_scores_gemma":[0.9826444,0.001681925,0.005116202,0.0003331783,0.00004219779,0.0001921824,0.00005190922,0.00006574349,0.009872379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460547,"threshold_uncertainty_score":0.04886013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447314167336983,"score_gpt":0.2797166601756164,"score_spread":0.2552435185022466,"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."}}