{"id":"W6929449063","doi":"10.48660/23080011","title":"Talk 79 - Measurements in holographic systems: current status and future directions","year":2023,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Current (fluid); Holography; Noise (video); Reflection (computer programming)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003750925,0.0004190378,0.0005130675,0.001743244,0.00005883134,0.00007218516,0.0001561722,0.0003294894,0.0002137035],"category_scores_gemma":[0.00004853248,0.000403416,0.00008424715,0.001331754,0.00009433967,0.00005533012,0.00007690595,0.0004997096,0.001544116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663713,"about_ca_system_score_gemma":0.00006614877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003539494,"about_ca_topic_score_gemma":0.02516716,"domain_scores_codex":[0.9977112,0.0002365709,0.0003043667,0.000629514,0.0005492682,0.0005690556],"domain_scores_gemma":[0.9990367,0.00002584623,0.0002578468,0.0004662909,0.00004656376,0.0001667788],"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":[0.00002538684,0.0003948333,0.1340414,0.0009900418,0.0005555595,0.00005576536,0.0004348411,0.000005038952,0.0000631507,0.0001361814,0.8449007,0.01839712],"study_design_scores_gemma":[0.0005382666,0.00001972516,0.02923328,0.0008618335,0.00009354729,0.000006182213,0.0001182658,0.000004255464,5.435421e-7,0.0000118384,0.9687474,0.0003648034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004705544,0.5281504,0.000003871595,0.0001075185,0.02265024,0.003827867,0.004272556,0.007046085,0.4292358],"genre_scores_gemma":[0.09698818,0.313374,0.000213404,0.00008137604,0.02157357,0.006309439,0.002110945,0.03872762,0.5206214],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2147764,"threshold_uncertainty_score":0.9998417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314662552193346,"score_gpt":0.2932221372641307,"score_spread":0.2500755117421972,"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."}}