{"id":"W4409421029","doi":"10.1017/9781009000963.002","title":"The Optical Landscape","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBI Group (Canada); Trent University","funders":"","keywords":"Geography","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":[0.0003128382,0.0004874571,0.0002264784,0.001012101,0.002230787,0.00635027,0.000605423,0.001159826,0.04354617],"category_scores_gemma":[0.0008996851,0.0002438368,0.000271874,0.0009686619,0.003388179,0.004820883,0.002204183,0.002366671,0.01236761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003400406,"about_ca_system_score_gemma":0.001584416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003666498,"about_ca_topic_score_gemma":0.007223519,"domain_scores_codex":[0.999712,0.00005665695,0.000008188913,0.00005608266,0.0001264308,0.00004049039],"domain_scores_gemma":[0.9998117,0.00006513546,0.000009879291,0.00003074689,0.00004677186,0.00003580406],"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":[0.000009094391,0.000009013951,0.00005958651,0.0001102187,0.00000168987,0.00007792809,0.001406735,0.0001263547,0.0004253579,0.5923688,0.3138348,0.09157033],"study_design_scores_gemma":[4.073044e-7,0.000001617637,0.00005133738,0.00006041948,3.604022e-7,0.00006079002,0.0001493239,0.00002692036,0.00004204144,0.01785652,0.9817485,0.000001712274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001176075,0.04483776,0.002628146,0.01385623,0.003458052,0.00001375544,0.00009469498,0.0001545392,0.9337807],"genre_scores_gemma":[0.02779341,0.03065922,0.003447448,0.005881373,0.001798474,0.0000396873,0.00009882669,0.0002918834,0.9299896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04354617,"threshold_uncertainty_score":0.1456764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009237704962131301,"score_gpt":0.1954216069742032,"score_spread":0.1861839020120719,"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."}}