{"id":"W6948918839","doi":"10.5281/zenodo.12368420","title":"Decibel magazine pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"German Security and Defense Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decibel; Value (mathematics); Quarter (Canadian coin); The Internet","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006069485,0.0001684535,0.0001820397,0.0004160165,0.001328496,0.001131844,0.0009249337,0.0002127447,0.2738945],"category_scores_gemma":[0.0004074777,0.000182723,0.0000828904,0.0005508476,0.0004350193,0.00008196277,0.0007395516,0.0003575454,0.5305827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188177,"about_ca_system_score_gemma":0.000008728523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003278272,"about_ca_topic_score_gemma":0.00003941131,"domain_scores_codex":[0.998138,0.000340254,0.0001690468,0.0003917138,0.0005200614,0.0004409606],"domain_scores_gemma":[0.9991431,0.00001537437,0.00008884149,0.000366554,0.0001728045,0.0002132892],"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":[0.00000459133,0.000032375,7.25792e-8,0.00007906873,0.00003542271,0.0000183551,0.004591598,2.114688e-7,0.00002319477,0.03976705,0.9477091,0.007738938],"study_design_scores_gemma":[0.0001079551,0.0000349078,0.000005518119,0.0001016463,0.00002318158,0.00001585183,0.0006180998,0.000002971805,0.000004626753,0.001500094,0.9973867,0.000198451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001945097,0.0007490261,0.0001015346,0.001324063,0.0003223238,0.0003100809,0.0002626595,0.001757735,0.9951531],"genre_scores_gemma":[0.001547162,0.0006927514,0.00007088097,0.0002265531,0.001019227,2.602997e-8,0.0006010946,0.005415356,0.990427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2566882,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0386570910502203,"score_gpt":0.2911443559920312,"score_spread":0.2524872649418109,"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."}}