{"id":"W4413303001","doi":"10.1007/978-3-662-71869-8_5","title":"Funktionen","year":2025,"lang":"de","type":"book-chapter","venue":"","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002368922,0.001053367,0.0004356899,0.001227576,0.001193631,0.002993708,0.0005132312,0.0006279552,0.04419133],"category_scores_gemma":[0.0004933086,0.0003358554,0.0004655768,0.0009223063,0.002309958,0.003015024,0.001486062,0.002777023,0.02700825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008185668,"about_ca_system_score_gemma":0.0003823714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000456426,"about_ca_topic_score_gemma":0.0005864539,"domain_scores_codex":[0.9997383,0.00005337421,0.00001262575,0.00006581168,0.00009399322,0.00003588491],"domain_scores_gemma":[0.9998679,0.0000394096,0.000006925613,0.00003557096,0.00003801061,0.00001210594],"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":[0.000006108037,0.000007472939,0.00002448108,0.00004351731,0.000003721308,0.00001964487,0.000157117,0.0001438838,0.0008011276,0.9414867,0.02702312,0.03028307],"study_design_scores_gemma":[0.00000421477,0.0000150606,0.0001370573,0.00004233368,0.000007429767,0.0001777127,0.0001020284,0.0004423019,0.001299875,0.5390047,0.4587562,0.00001102536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002835501,0.002407857,0.03267838,0.0008224537,0.0008372156,0.00001843664,0.0003426383,0.0004333554,0.9596241],"genre_scores_gemma":[0.1026524,0.005463146,0.01590658,0.001089686,0.001109832,0.0001103505,0.0009821011,0.0006126687,0.8720731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04419133,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152545946740642,"score_gpt":0.210365825391632,"score_spread":0.1988403659242256,"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."}}