{"id":"W4409421039","doi":"10.1017/9781009000963.023","title":"Holography","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBI Group (Canada); Trent University","funders":"","keywords":"Holography; Materials science; Optics; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.00002106333,0.0003496584,0.0002875857,0.0003137928,0.00004524866,0.00003446066,0.0004573601,0.000399515,0.000002143277],"category_scores_gemma":[0.000004240361,0.0004175122,0.0001952378,0.00001267279,0.0003532181,0.0000617249,0.0003279052,0.00081813,0.00008130319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328043,"about_ca_system_score_gemma":0.000009269264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002802893,"about_ca_topic_score_gemma":1.83385e-7,"domain_scores_codex":[0.9991502,0.000002364838,0.000114079,0.000344903,0.0001237185,0.0002647868],"domain_scores_gemma":[0.9993062,0.00003459923,0.00002578155,0.0005159844,0.00003889343,0.00007851572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000389681,0.000001047864,1.726544e-7,0.0001310431,0.0001436607,0.0005769089,0.000004032178,0.00006869247,0.0000693015,0.9574056,0.03979681,0.001798842],"study_design_scores_gemma":[0.00009573041,0.00001432393,9.301959e-7,0.0001567504,0.0001524757,0.00001521535,0.000008679811,0.0005420188,0.0005371492,0.0006365689,0.9974019,0.0004382633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002169734,0.0010687,0.002814724,0.00001323856,0.0004083839,0.000168542,0.0001620035,0.004542312,0.9908004],"genre_scores_gemma":[0.0008788673,0.0003703777,0.001358404,0.00001260592,0.0000549383,6.941827e-7,0.00001664291,0.0001053282,0.9972022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9576051,"threshold_uncertainty_score":0.9998277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373064664497651,"score_gpt":0.185111904479476,"score_spread":0.1713812578344995,"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."}}