{"id":"W6949191443","doi":"10.5281/zenodo.12306931","title":"auslegung wärmetauscher pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Work (physics); TSG101","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003488072,0.001010377,0.000798157,0.001327383,0.0008286815,0.002390095,0.0008524716,0.001241133,0.8602645],"category_scores_gemma":[0.002021266,0.0003172752,0.0008194685,0.000719438,0.0003415465,0.002524195,0.002366233,0.001351863,0.790503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770426,"about_ca_system_score_gemma":0.000425284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006716439,"about_ca_topic_score_gemma":0.001462997,"domain_scores_codex":[0.9997007,0.00002123271,0.0000130486,0.0000399578,0.0001667895,0.0000583401],"domain_scores_gemma":[0.9990577,0.000131151,0.00004863012,0.00009620999,0.0003949871,0.0002713265],"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":[0.0001455681,0.00007858016,0.0001104887,0.0004515585,0.000005255152,0.0001877743,0.00005790381,0.00007351405,0.00287554,0.0008136243,0.8439287,0.1512715],"study_design_scores_gemma":[0.0000329103,0.00009536181,0.001103248,0.0002056565,0.000006349967,0.0004283586,0.00007452448,0.00008817095,0.00199048,0.0006000716,0.99536,0.00001490966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002715536,0.002637286,0.004569081,0.001577557,0.004364199,0.000411244,0.0060467,0.01215199,0.9655263],"genre_scores_gemma":[0.005405538,0.001539628,0.001638388,0.0008752421,0.0005500303,0.0001072709,0.002314667,0.002246226,0.985323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1397355,"threshold_uncertainty_score":0.1993156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902905644774259,"score_gpt":0.2399348824798359,"score_spread":0.1809058260320933,"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."}}