{"id":"W6892760810","doi":"10.5281/zenodo.12077105","title":"Context 21 lösungen pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Theme (computing); Grammar; Adjective; Vocabulary; Sentence; Pride; Dependent clause; Sample (material)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004404176,0.0004446438,0.0003632559,0.00057758,0.0007395633,0.001535335,0.0009975,0.0003348028,0.3073862],"category_scores_gemma":[0.0002651378,0.0005063198,0.0001615449,0.0006232843,0.0001498839,0.0001763062,0.0005006195,0.0007675449,0.6693052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328121,"about_ca_system_score_gemma":0.000005894752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002922343,"about_ca_topic_score_gemma":0.00000119942,"domain_scores_codex":[0.9975336,0.0001570289,0.0004845667,0.0006815335,0.0005011015,0.0006421256],"domain_scores_gemma":[0.9986418,0.00002908407,0.00009502583,0.0006206215,0.000309816,0.000303646],"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":[0.00001946211,0.00008242903,4.172002e-7,0.0006764125,0.0004417168,0.00004337091,0.001078618,0.0001935739,0.0006371426,0.005374743,0.9123473,0.0791048],"study_design_scores_gemma":[0.0004480754,0.0001687745,0.00005092161,0.0005434574,0.0001700794,0.00003762703,0.0001318129,0.002336723,0.0001579068,0.0003307654,0.9951025,0.000521351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001288731,0.006033749,0.00615421,0.0004243282,0.001465825,0.0007972765,0.001174317,0.001480272,0.9823412],"genre_scores_gemma":[0.2298957,0.01249286,0.0004604099,0.0004588004,0.003886195,3.49028e-7,0.02176844,0.04959473,0.6814426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.361919,"threshold_uncertainty_score":0.9997388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964098718069284,"score_gpt":0.2202033861165903,"score_spread":0.2005623989358974,"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."}}