{"id":"W7099327529","doi":"","title":"by","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); George (robot); Period (music)","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":[],"consensus_categories":[],"category_scores_codex":[0.00003012269,0.00001625024,0.00001492948,0.000008353604,0.00002002992,0.00004409039,0.0001720081,0.00000781091,0.00004512482],"category_scores_gemma":[0.000001290124,0.00001287364,0.000007712772,0.00005485549,0.000001672256,0.0003187471,0.00001024014,0.00001571675,0.0002608243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002674983,"about_ca_system_score_gemma":0.000003948403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001440896,"about_ca_topic_score_gemma":2.008208e-7,"domain_scores_codex":[0.999832,0.000002321548,0.00003598895,0.00003124131,0.00005046582,0.00004794148],"domain_scores_gemma":[0.999866,0.000001712686,0.000006278523,0.00009747152,0.000008976253,0.00001956013],"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":[6.35517e-8,0.000005748796,0.000003166308,8.236967e-8,1.532032e-7,1.136993e-7,0.0001550366,1.578311e-7,0.00004391795,0.8244247,0.1188632,0.05650365],"study_design_scores_gemma":[0.0002031091,0.00005723165,0.002170599,9.451525e-7,2.837669e-7,0.00000660176,0.00001592965,0.03294262,0.01187885,0.02785296,0.9247354,0.0001355014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007549084,0.000007710196,0.5288351,0.003404907,0.0000373767,0.00001131958,7.04007e-8,0.0001132503,0.4668354],"genre_scores_gemma":[0.9749094,0.000001357599,0.0101239,0.01269324,0.000005791461,2.325791e-7,5.675573e-7,2.226971e-7,0.002265298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9741545,"threshold_uncertainty_score":0.3352456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005263853864492595,"score_gpt":0.2124123149763273,"score_spread":0.2071484611118347,"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."}}