{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007702145,0.0003021394,0.0002712271,0.0001691539,0.00005929065,0.00007586327,0.0002117382,0.0001701282,0.002691808],"category_scores_gemma":[0.00001531955,0.0003166537,0.0001579927,0.00004921847,0.00003589243,0.00006851219,0.0001120198,0.0004147119,0.005215679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009394084,"about_ca_system_score_gemma":0.00003388668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001958798,"about_ca_topic_score_gemma":0.000003749311,"domain_scores_codex":[0.998921,0.000002845974,0.0002292148,0.0002322476,0.0002349652,0.0003796785],"domain_scores_gemma":[0.9993035,0.00007394278,0.00001408189,0.0003930577,0.00005649703,0.0001589494],"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":[0.000006180761,0.00001546768,0.000005386546,0.0004729991,0.0005761351,0.00002740353,0.00002958173,0.0207144,0.002086359,0.8235197,0.03130922,0.1212372],"study_design_scores_gemma":[0.0002782082,0.00004299886,0.000105929,0.0005223662,0.00009182117,0.000001177843,0.000005307729,0.1385364,0.0007183964,0.1274093,0.731564,0.0007240425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004704362,0.002238749,0.00390485,0.0002379504,0.0006524347,0.0001745586,0.00005729203,0.0003997287,0.991864],"genre_scores_gemma":[0.453802,0.00446405,0.001939683,0.0000844745,0.0009610569,0.00002479731,0.00007994449,0.0001567267,0.5384873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7002548,"threshold_uncertainty_score":0.9999285,"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."}}