{"id":"W7164073419","doi":"10.5040/9781761611681.00000004","title":"Compass","year":2013,"lang":"","type":"other","venue":"COMPASS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005390999,0.002555729,0.003339007,0.001327572,0.0003950563,0.0008301176,0.003522943,0.001574044,0.492666],"category_scores_gemma":[0.00009108264,0.002706045,0.0009258888,0.001222187,0.001366014,0.0002854094,0.001095183,0.002152263,0.9120908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000991571,"about_ca_system_score_gemma":0.0004513724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005426935,"about_ca_topic_score_gemma":0.0001503689,"domain_scores_codex":[0.9907473,0.0009369249,0.001645332,0.002363212,0.001750793,0.002556401],"domain_scores_gemma":[0.9917001,0.0003171777,0.001924464,0.004251277,0.0004776323,0.001329363],"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":[0.00004379638,0.0007917355,0.0007377989,0.000337398,0.0009883376,0.00006585271,0.0001658163,0.0000629418,0.0004959574,0.01182733,0.9816727,0.002810359],"study_design_scores_gemma":[0.002378556,0.0001339874,0.006381008,0.001222005,0.0004533947,0.00005508249,0.0001017015,0.008672308,0.000122388,0.0003426877,0.9772921,0.002844784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005120887,0.006927802,0.001135039,0.0005160788,0.006488985,0.002990929,0.0008008271,0.001214423,0.9794138],"genre_scores_gemma":[0.06756651,0.0001200303,0.001297714,0.0003813709,0.00353291,0.0003688743,0.0004043308,0.006013313,0.920315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4194248,"threshold_uncertainty_score":0.9997221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034046279985194,"score_gpt":0.2699962498155905,"score_spread":0.2396557870157386,"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."}}