{"id":"W4409421367","doi":"10.1017/9781009000963.024","title":"Optical Properties of Materials","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBI Group (Canada); Trent University","funders":"","keywords":"Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001301352,0.0002363486,0.0003829743,0.0002104934,0.0000570647,0.00004290476,0.0008994165,0.0004009341,0.000001043227],"category_scores_gemma":[0.000006652709,0.0002302002,0.0001192545,0.000008760951,0.0002537635,0.00008015246,0.0002744482,0.0002431096,0.00003984412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007546949,"about_ca_system_score_gemma":0.00006771225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002749487,"about_ca_topic_score_gemma":3.408299e-7,"domain_scores_codex":[0.9988825,0.00001896065,0.0002139839,0.0004366263,0.0002620209,0.0001858473],"domain_scores_gemma":[0.9989589,0.00001327723,0.0001389057,0.0007023587,0.0001269155,0.00005958437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001621042,0.000004678674,8.958942e-8,0.0002606,0.0001184658,0.0001517928,0.00003048522,2.556828e-7,0.04630722,0.9496725,0.003258215,0.0001794713],"study_design_scores_gemma":[0.0001667532,0.00004952741,0.000001087055,0.0006848819,0.0001069983,0.00003747317,0.00001084775,0.00001652266,0.5516484,0.00007506554,0.4469261,0.0002764455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007525588,0.000390036,0.0009746021,0.00003882615,0.0007473969,0.0003145899,0.00003449883,0.0003771925,0.9963703],"genre_scores_gemma":[0.05025685,0.00002584985,0.0001546708,0.00001174861,0.00005382319,6.379209e-7,0.000001789107,0.00001888311,0.9494758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9495975,"threshold_uncertainty_score":0.9387291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422957227520683,"score_gpt":0.1912505808697907,"score_spread":0.1489548581177224,"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."}}