{"id":"W4244007179","doi":"10.4000/transatlantica.7216","title":"Winogrand","year":2014,"lang":"de","type":"article","venue":"Transatlantica","topic":"Nietzsche, Schopenhauer, and Hegel","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","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":[0.0004209359,0.0004105841,0.0005617085,0.0001239674,0.0007051929,0.0006268086,0.0003976223,0.0001761469,0.01174804],"category_scores_gemma":[0.00001722031,0.0003578834,0.0003256706,0.00006470692,0.0004843185,0.0002227361,0.00002070966,0.0004377152,0.008927177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001385074,"about_ca_system_score_gemma":0.00004891522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002798169,"about_ca_topic_score_gemma":0.0003758025,"domain_scores_codex":[0.9977562,0.0001517757,0.0005015657,0.0004777137,0.0003853801,0.0007273136],"domain_scores_gemma":[0.9988527,0.0001714544,0.00008306985,0.0005174999,0.00009636314,0.0002789236],"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":[0.000549168,0.001032891,0.002407238,0.001286013,0.0009583472,0.00006160269,0.06482393,0.000007069005,0.0008697246,0.6884065,0.2123871,0.02721048],"study_design_scores_gemma":[0.001507524,0.0002745889,0.000806075,0.0001661804,0.00051709,0.000003581764,0.000560872,0.0002741743,0.0002281992,0.001013304,0.9940959,0.0005524588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1812506,0.02728864,0.003379986,0.007916316,0.01045262,0.001254276,0.0002749177,0.0006554457,0.7675272],"genre_scores_gemma":[0.9712322,0.002857087,0.0001527036,0.0007999374,0.00552628,0.00001223378,0.0000646543,0.00007551428,0.01927944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7899815,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133079026393829,"score_gpt":0.2261332871786227,"score_spread":0.2048024969146844,"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."}}