{"id":"W6911813052","doi":"10.5281/zenodo.15100609","title":"MATH+ Adventskaleder: Aufgaben und Lösungen 2024","year":2025,"lang":"de","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Quarter (Canadian coin); Work (physics); Term (time)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005586437,0.001368282,0.0004805534,0.003404586,0.001426102,0.006924803,0.0008491158,0.001408615,0.1843509],"category_scores_gemma":[0.001268602,0.0007512158,0.0004137663,0.004868429,0.00112099,0.006009255,0.001922748,0.002429621,0.1251609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232617,"about_ca_system_score_gemma":0.001990424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006897774,"about_ca_topic_score_gemma":0.01271009,"domain_scores_codex":[0.99943,0.0000668789,0.0000287458,0.00007875738,0.0003468774,0.00004885626],"domain_scores_gemma":[0.9995127,0.0001121296,0.00003587903,0.00006263588,0.0001763682,0.000100385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002391855,0.00002390491,0.00006572449,0.000212103,0.000003402526,0.00003549566,0.0001376606,0.0004478785,0.0003839296,0.06719787,0.7819529,0.1495152],"study_design_scores_gemma":[0.00000160035,0.000004941605,0.00008590548,0.00006249411,8.48505e-7,0.0000309412,0.00002615348,0.0001048058,0.00008593277,0.003105365,0.996488,0.000003126509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009099539,0.03109537,0.003408017,0.004671542,0.004817937,0.00006873682,0.001092909,0.001028723,0.9529069],"genre_scores_gemma":[0.002680539,0.01025277,0.001376482,0.0004889736,0.0007892405,0.00004974343,0.0007230493,0.0003528557,0.9832863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1843509,"threshold_uncertainty_score":0.6167151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746930169341007,"score_gpt":0.2247535486541564,"score_spread":0.2072842469607463,"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."}}