{"id":"W7095743910","doi":"","title":"PAR CATALINA GONZALEZ RUEDA","year":2014,"lang":"en","type":"article","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Sensationalism; Anachronism","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001273295,0.001572433,0.001120667,0.001513461,0.001870261,0.006226563,0.001517116,0.003093638,0.2168822],"category_scores_gemma":[0.004101181,0.0004167868,0.0008097038,0.0009829613,0.001211832,0.002600938,0.003057982,0.003653828,0.1116564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003233154,"about_ca_system_score_gemma":0.003433275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014325,"about_ca_topic_score_gemma":0.008395628,"domain_scores_codex":[0.9984364,0.0002904309,0.00006962661,0.0005380822,0.000476884,0.0001884992],"domain_scores_gemma":[0.9987255,0.0002802865,0.0001083946,0.0001792963,0.0004690295,0.0002374875],"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":[0.0002039593,0.00005335529,0.0006739729,0.000727964,0.0000291285,0.0007241439,0.0008376924,0.0004633469,0.0009953371,0.06331248,0.7498222,0.1821564],"study_design_scores_gemma":[0.00000568253,0.000008828705,0.000249156,0.0001599496,0.000003556972,0.0001882962,0.000122636,0.00005156115,0.0001167477,0.001084581,0.9980027,0.000006245087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004965503,0.1176114,0.005226137,0.05661054,0.05559357,0.0001705634,0.00296942,0.001751232,0.7551016],"genre_scores_gemma":[0.02449024,0.02832425,0.002830025,0.006359724,0.004022069,0.0001324272,0.001124726,0.0007882249,0.9319284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7831178,"threshold_uncertainty_score":0.7255434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006924028264101093,"score_gpt":0.2043162873641996,"score_spread":0.1973922591000985,"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."}}