{"id":"W6967242405","doi":"10.48660/24070007","title":"Lecture - Celestial Holography IIa","year":2024,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Holography; Field (mathematics); Noise (video); Theodolite","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":["insufficient_payload"],"category_scores_codex":[0.00008142069,0.0004092772,0.000363565,0.0005931525,0.00001722124,0.00006427661,0.0003211026,0.0006096713,0.0136449],"category_scores_gemma":[0.00002183563,0.0003526678,0.0002585497,0.0006353775,0.0001372157,0.00001216135,0.00009635138,0.0005958451,0.1789889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003823144,"about_ca_system_score_gemma":0.00004783659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002527293,"about_ca_topic_score_gemma":0.0005453989,"domain_scores_codex":[0.9985734,0.00004874605,0.0001313347,0.0005887355,0.0002885176,0.000369282],"domain_scores_gemma":[0.9992214,0.00001143728,0.00009972777,0.0005601083,0.0000134387,0.00009384181],"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":[0.00000635097,0.00002506339,0.00006334903,0.0001177966,0.0002156104,0.000148538,0.00006246073,6.532547e-7,0.0002871532,0.0001925379,0.9980583,0.0008221387],"study_design_scores_gemma":[0.0001364223,0.00002810758,0.00004958019,0.0002011485,0.0002267373,0.00001690264,0.000002200602,0.000002169622,0.00003364784,0.001118499,0.9978001,0.0003844677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002292946,0.02110559,0.00006019841,0.0000866048,0.001709242,0.0002626926,0.0008498659,0.00239548,0.9735074],"genre_scores_gemma":[0.004493907,0.00006029217,0.0005980588,0.0001389577,0.003129816,0.00004155923,0.0001740601,0.005039064,0.9863243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.165344,"threshold_uncertainty_score":0.9998925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080912217326845,"score_gpt":0.2570462708624424,"score_spread":0.2462371486891739,"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."}}