{"id":"W6998596066","doi":"","title":"2011-12 Annual Report","year":2012,"lang":"en","type":"report","venue":"eCommons (Cornell University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Glasgow; George Washington University; McGill University; Northwestern University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.001967183,0.001173615,0.001507395,0.002867854,0.0004213846,0.00006914831,0.001727075,0.001453574,0.006885546],"category_scores_gemma":[0.0003029208,0.001442114,0.0009913258,0.001318362,0.0004296317,0.001051399,0.001305703,0.001986932,0.03829908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554128,"about_ca_system_score_gemma":0.002784859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198684,"about_ca_topic_score_gemma":0.002498022,"domain_scores_codex":[0.9943382,0.0003934102,0.0008985661,0.00169799,0.001055936,0.001615953],"domain_scores_gemma":[0.9922922,0.0001985397,0.001907222,0.003353911,0.001247638,0.001000552],"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":[0.000100271,0.0005360763,0.0594333,0.0001267783,0.0007141261,0.01558784,0.0001318811,0.0001328067,0.00001672074,0.0007705227,0.9221225,0.0003271375],"study_design_scores_gemma":[0.0005862459,0.0000659701,0.0273608,0.0001029348,0.001100011,0.003117224,0.0002264879,0.00001514911,0.00002369212,0.0001187472,0.9657738,0.001508919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01291703,0.0006721368,0.000176243,0.0000313963,0.004535298,0.0007181614,0.003328286,0.0011767,0.9764448],"genre_scores_gemma":[0.2011819,0.0005104431,0.0002038656,0.00001953642,0.001946813,0.000002571765,0.002423115,0.0005717072,0.79314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1882649,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08404640905875267,"score_gpt":0.2368790070596495,"score_spread":0.1528325980008968,"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."}}