{"id":"W7059591048","doi":"","title":"","year":2022,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Post truth; Politics; Context (archaeology); Natural (archaeology); Key (lock)","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005962623,0.0008951155,0.001545948,0.0006468948,0.0006868439,0.001526367,0.006993795,0.00009068796,0.6410258],"category_scores_gemma":[0.00003426749,0.0009797472,0.0003929521,0.0005793615,0.0004345588,0.003621912,0.004085673,0.0007119355,0.0002496065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422748,"about_ca_system_score_gemma":0.0009310037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00924347,"about_ca_topic_score_gemma":0.0004907753,"domain_scores_codex":[0.9956255,0.0003526953,0.001092264,0.001327383,0.0009619,0.0006402708],"domain_scores_gemma":[0.9954972,0.0001959488,0.002345823,0.001548411,0.0001901065,0.0002224878],"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":[0.0002678008,0.0006054355,0.04433059,0.0002113516,0.001737355,0.00001556514,0.0002148772,0.000125185,0.00008404392,0.4265402,0.1091938,0.4166738],"study_design_scores_gemma":[0.001611332,0.00005844907,0.001172519,0.000193466,0.0001503632,8.754888e-7,0.0001839629,0.000006745824,0.0003853836,0.02277785,0.9724062,0.001052837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001817732,0.000123468,0.002370829,0.00007455145,0.001179364,0.002608937,0.0002166645,0.0001653391,0.9930791],"genre_scores_gemma":[0.0140451,0.00003946174,0.001524303,0.0001739816,0.001747441,0.001504259,0.004449129,0.001150117,0.9753662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8632125,"threshold_uncertainty_score":0.9995102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05078160565130605,"score_gpt":0.4071430272704381,"score_spread":0.356361421619132,"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."}}