{"id":"W4236194594","doi":"10.1037/e505322010-001","title":"A Step Ahead, Second Quarter 2009","year":2009,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"","field":"","cited_by":0,"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001132861,0.001833224,0.001639247,0.001041607,0.0002856246,0.0005881584,0.003602677,0.001264065,0.0440319],"category_scores_gemma":[0.0001356827,0.001837294,0.0003690595,0.0009188102,0.0002997465,0.0008476334,0.0003428757,0.00236689,0.2438705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701001,"about_ca_system_score_gemma":0.0003205453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006120801,"about_ca_topic_score_gemma":0.006406417,"domain_scores_codex":[0.9918415,0.0005229189,0.001574247,0.002481754,0.001597959,0.001981597],"domain_scores_gemma":[0.9902698,0.0002060928,0.0009758137,0.007541473,0.0001254319,0.000881327],"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":[0.0002607718,0.0008884773,0.000002436397,0.0002813239,0.0002723395,0.0006358112,0.000008758933,0.00000103351,0.00004062778,0.000004907884,0.9969347,0.0006688092],"study_design_scores_gemma":[0.001778343,0.0003809948,0.0001033381,0.0001989611,0.000561988,0.0004578135,0.00002407499,0.000009764244,0.00001258049,0.00008996764,0.9943236,0.002058547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000005645804,0.001218469,0.00001251076,0.0002005243,0.0009967337,0.001219786,0.9957425,0.0002733736,0.0003304407],"genre_scores_gemma":[0.000002053479,0.000130134,0.0005072274,0.003327062,0.001399469,0.0001392725,0.9940369,0.000219808,0.0002380444],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1998386,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064370307219903,"score_gpt":0.3035160622960495,"score_spread":0.2828723592238505,"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."}}