{"id":"W4243071467","doi":"10.1037/e416582005-005","title":"Inside NCTSN: Fourth Quarter NCTSN Performance Report Now Available Online","year":2004,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; History; Archaeology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001201768,0.001008644,0.0009069384,0.0005638998,0.0005393107,0.0004837616,0.001448293,0.0007914527,0.003334027],"category_scores_gemma":[0.0004415323,0.001027515,0.0001853208,0.0006035776,0.0003164386,0.001412894,0.00005600115,0.00218638,0.01024311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004777448,"about_ca_system_score_gemma":0.0008248401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835069,"about_ca_topic_score_gemma":0.002498316,"domain_scores_codex":[0.9942672,0.0002933445,0.001348697,0.001698759,0.001147323,0.00124465],"domain_scores_gemma":[0.9934663,0.0003081825,0.001242835,0.004322437,0.0002012051,0.0004590317],"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":[0.0004445734,0.001429132,0.0001548502,0.0008922904,0.000109059,0.0002811115,0.0001691245,0.00001382715,0.00001260066,0.000001079082,0.9958896,0.0006027609],"study_design_scores_gemma":[0.001132079,0.0003536526,0.0005371097,0.0007289132,0.0006839509,0.001884451,0.0003084116,0.00001686002,0.00005887625,0.00005753416,0.9930546,0.001183504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002591742,0.0008214506,0.000009468977,0.008718245,0.01121959,0.0006868478,0.9778387,0.0001616612,0.000284852],"genre_scores_gemma":[0.0000853022,0.0003736821,0.001150156,0.004623986,0.00349548,0.00006149773,0.9892972,0.0001228134,0.0007898483],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01145852,"threshold_uncertainty_score":0.9992175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04472790449890774,"score_gpt":0.3316177431144706,"score_spread":0.2868898386155628,"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."}}