{"id":"W4289752429","doi":"10.5281/zenodo.1314232","title":"Humanistischer Generalismus","year":2018,"lang":"de","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Philosophy, Science, and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000787257,0.0004713245,0.0004083704,0.0006165396,0.01393129,0.003561095,0.002162372,0.0001996934,0.1787925],"category_scores_gemma":[0.0002520662,0.0005121738,0.0002057297,0.0002724159,0.001248887,0.0004759787,0.0006196421,0.00065202,0.1082271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608716,"about_ca_system_score_gemma":0.00002127508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001486129,"about_ca_topic_score_gemma":0.00002194355,"domain_scores_codex":[0.9963676,0.000406069,0.000592839,0.001015536,0.0008852134,0.0007327523],"domain_scores_gemma":[0.9966713,0.00001843491,0.0004066278,0.0008353954,0.001723428,0.000344848],"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":[0.0001152736,0.0002626185,2.101415e-7,0.0002549135,0.0001260231,0.00003032046,0.04605886,0.000002805426,0.001241792,0.2117613,0.7235577,0.01658824],"study_design_scores_gemma":[0.0004091106,0.0004149616,0.00004267306,0.0001218472,0.0001124955,0.00002095514,0.002592754,0.00007580737,0.0001022024,0.001258295,0.9942458,0.0006031372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01442305,0.001263353,0.00007192335,0.00034398,0.003090163,0.0006214922,0.001137561,0.0008526449,0.9781958],"genre_scores_gemma":[0.561684,0.001298405,0.000313547,0.001384487,0.01999013,3.913894e-7,0.06918848,0.01052619,0.3356144],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6425814,"threshold_uncertainty_score":0.999733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05765413711196143,"score_gpt":0.25131033096199,"score_spread":0.1936561938500286,"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."}}