{"id":"W4405293615","doi":"10.1007/978-3-031-67563-8_14","title":"Die Natur von Licht und Materie","year":2024,"lang":"de","type":"book-chapter","venue":"","topic":"Scientific and Historical Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000136676,0.0005764575,0.0006143869,0.0003626888,0.0007145189,0.001413584,0.0003837899,0.0003428465,0.1834922],"category_scores_gemma":[0.000007666994,0.0004154058,0.0005600073,0.00002458325,0.000711003,0.000130834,0.0002380579,0.0005641502,0.07666719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545804,"about_ca_system_score_gemma":0.0000517961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007675262,"about_ca_topic_score_gemma":0.001843055,"domain_scores_codex":[0.9975827,0.000009546556,0.0005841158,0.0008459807,0.000563778,0.0004138459],"domain_scores_gemma":[0.9989238,0.00006621911,0.0001449953,0.0004848946,0.000175399,0.0002046918],"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":[0.00001281344,0.00002626086,5.599957e-7,0.0001771239,0.0005312574,0.0001402453,0.00122475,2.071951e-7,0.00000769065,0.8577472,0.139041,0.001090893],"study_design_scores_gemma":[0.00005875709,0.0000731773,0.000001050059,0.0002182986,0.001057956,0.000001599746,0.0001950549,0.00003026704,0.00001697772,0.07044414,0.9273347,0.0005680236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002145005,0.05572321,0.00000783697,0.0008463432,0.01432015,0.0001449254,0.0003688443,0.0002183136,0.928349],"genre_scores_gemma":[0.006169246,0.002072588,0.00002174722,0.0005134404,0.004233059,0.000006696705,0.0002316315,0.00008969696,0.9866619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7882937,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732947221600382,"score_gpt":0.2495217468356571,"score_spread":0.2021922746196533,"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."}}