{"id":"W6892026744","doi":"10.48660/24110082","title":"Adventures in Flat Holography","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; Stereoscopy; Photography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001086411,0.0002608204,0.0002834878,0.001403811,0.000004437504,0.00002635572,0.0002302231,0.0003403806,0.005526938],"category_scores_gemma":[0.00001495613,0.0002333192,0.0001551839,0.0006166042,0.0000715362,0.00001311813,0.00007718397,0.0003929167,0.1085754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004029527,"about_ca_system_score_gemma":0.00001791569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003417851,"about_ca_topic_score_gemma":0.001858263,"domain_scores_codex":[0.9989311,0.0000451659,0.0001364481,0.0004199408,0.0001945563,0.0002728116],"domain_scores_gemma":[0.9994703,0.000009938837,0.00006738918,0.0004009701,0.000004655132,0.00004677825],"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":[0.000004469462,0.00001947948,0.0007041104,0.0001173879,0.00007205478,0.0001784613,0.00008186486,2.843814e-7,0.00008485903,0.0004606331,0.9978978,0.0003785762],"study_design_scores_gemma":[0.0001427744,0.00001189926,0.0005289853,0.000480077,0.00004276672,0.00000399164,0.00001183524,0.0000011269,0.00001361918,0.001344275,0.9971738,0.0002448519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009997674,0.02987405,8.551444e-7,0.0000514419,0.0008023297,0.0002341973,0.0002726497,0.0008481612,0.9678164],"genre_scores_gemma":[0.004923064,0.0001731938,0.0001656783,0.0000955083,0.0005747992,0.00005658991,0.00008172776,0.00275734,0.9911721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1030485,"threshold_uncertainty_score":0.9953821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249409180742485,"score_gpt":0.2730253422586988,"score_spread":0.260531250451274,"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."}}