{"id":"W7096035330","doi":"","title":"PAR LUCIAMASON","year":2014,"lang":"en","type":"article","venue":"","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Pillar; Cognitive reframing","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":["insufficient_payload"],"category_scores_codex":[0.001212734,0.001365265,0.0009221617,0.001958487,0.002387951,0.009184082,0.001695593,0.003217953,0.4910292],"category_scores_gemma":[0.005822744,0.0005253367,0.0007074579,0.001816483,0.002005047,0.005240929,0.004640687,0.004565032,0.3838442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002723644,"about_ca_system_score_gemma":0.003605412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003932625,"about_ca_topic_score_gemma":0.005434827,"domain_scores_codex":[0.9979923,0.0003144357,0.0001067445,0.0006429262,0.0007048289,0.000238846],"domain_scores_gemma":[0.9982919,0.0003268288,0.0001324348,0.0003530594,0.0005402391,0.0003555078],"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":[0.00007292831,0.00002697162,0.0003483126,0.0003569509,0.00001074987,0.0002541613,0.0005730384,0.0001082724,0.0005078074,0.06509304,0.7645681,0.1680796],"study_design_scores_gemma":[0.000001851765,0.000003625998,0.00008892411,0.00007651027,0.000001098568,0.00008780986,0.00007030888,0.00002187013,0.00006629348,0.001170959,0.9984078,0.000002991673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001398389,0.02471964,0.003203759,0.02727831,0.02330924,0.00009537496,0.001633001,0.001547059,0.9168152],"genre_scores_gemma":[0.005544207,0.005354306,0.001171986,0.003253453,0.001245207,0.00006285361,0.0005140837,0.0005440237,0.9823099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5089707,"threshold_uncertainty_score":0.7259851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332290988325366,"score_gpt":0.2684827309396578,"score_spread":0.1352536321071212,"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."}}