{"id":"W3020878084","doi":"10.1016/b978-1-876938-84-0.50005-6","title":"Records","year":2005,"lang":"en","type":"book-chapter","venue":"Archives","topic":"","field":"","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.00004233323,0.0003110083,0.0002840286,0.0002589061,0.00005275253,0.00002000567,0.000298696,0.0001012083,0.003783253],"category_scores_gemma":[0.00001342063,0.0003073841,0.0002018307,0.000008453246,0.0002290613,0.00004769275,0.0001295339,0.0004104618,0.05168474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346279,"about_ca_system_score_gemma":0.00007916639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005406216,"about_ca_topic_score_gemma":0.00006405741,"domain_scores_codex":[0.9989666,0.00001476151,0.0002138727,0.0003695418,0.0001921397,0.0002430422],"domain_scores_gemma":[0.9990767,0.0001413575,0.0001445409,0.0005243343,0.000007558975,0.0001055073],"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":[0.00006367267,0.00001182639,0.00002946548,0.00002321579,0.0001705766,0.00005043976,0.0005154163,0.000004708393,0.0003470821,0.6539979,0.05483066,0.289955],"study_design_scores_gemma":[0.00009936548,0.00002960449,0.0002981906,0.0001236469,0.00003530634,0.00001392129,0.000001667844,0.00001485772,0.00002304829,0.1493055,0.8497565,0.0002984094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002738402,0.0006456596,0.00001935451,0.00007519062,0.0001570903,0.0001509744,0.0002741974,0.0002615821,0.9983886],"genre_scores_gemma":[0.0003604433,0.0003749236,0.003302505,0.0001056986,0.001067743,0.000006140275,0.000143997,0.0003004717,0.9943381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7949258,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227235269916724,"score_gpt":0.2394800561709643,"score_spread":0.2172077034717971,"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."}}