{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01183969,0.001437088,0.001765053,0.001762391,0.001686602,0.0056584,0.003298021,0.003796455,0.2305107],"category_scores_gemma":[0.006428167,0.0006785069,0.0008804334,0.00206148,0.002401744,0.00632228,0.005499861,0.003535906,0.1408615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087514,"about_ca_system_score_gemma":0.003119786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049569,"about_ca_topic_score_gemma":0.004137564,"domain_scores_codex":[0.9967344,0.0008337527,0.00008579539,0.0003902532,0.001581755,0.0003740239],"domain_scores_gemma":[0.992093,0.00242497,0.0002208702,0.001026567,0.003333934,0.0009005566],"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":[0.0006815636,0.000274401,0.000539934,0.001305294,0.00004375299,0.00008929347,0.0001682042,0.0007293397,0.00972114,0.04226351,0.5525494,0.3916342],"study_design_scores_gemma":[0.00006256526,0.0001304229,0.0007834969,0.0003506515,0.00002221452,0.00006937281,0.0001767566,0.001230628,0.008957792,0.01479307,0.9733673,0.0000557833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003842425,0.0406192,0.1027871,0.03061453,0.02014736,0.0006241528,0.005345823,0.01396477,0.7820546],"genre_scores_gemma":[0.03827031,0.02343404,0.07146247,0.006858344,0.0107656,0.000686536,0.008610417,0.005529471,0.8343828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2305107,"threshold_uncertainty_score":0.771135,"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."}}