{"id":"W6984910935","doi":"","title":"MOUTH Forum","year":2018,"lang":"en","type":"other","venue":"Lincoln Repository (University of Lincoln)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Poetry; Range (aeronautics); Natural (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":["insufficient_payload"],"category_scores_codex":[0.0003078603,0.0007713414,0.0012943,0.0009812403,0.0004769455,0.00004999509,0.001774684,0.001509111,0.005834473],"category_scores_gemma":[0.00003601533,0.001018564,0.0006880523,0.000804727,0.001171707,0.0002410407,0.0007899841,0.0005405041,0.01399008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005417141,"about_ca_system_score_gemma":0.000643352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004237124,"about_ca_topic_score_gemma":0.002793062,"domain_scores_codex":[0.996177,0.0003139638,0.0004642024,0.001226663,0.001042219,0.0007760131],"domain_scores_gemma":[0.9954145,0.00009292832,0.001826393,0.001845922,0.0003646189,0.0004556567],"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":[0.0002862632,0.0003639855,0.002223607,0.0002698957,0.0005964911,0.0005301713,0.0005035852,0.000006975553,0.0005715836,0.0002641152,0.9937246,0.0006587158],"study_design_scores_gemma":[0.001682172,0.0002797281,0.0005497846,0.0007870288,0.0005529932,0.00005686715,0.002336595,0.0002123359,0.0002308599,0.00006446611,0.9922507,0.0009964189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001137184,0.0006676706,0.0003170778,0.00008565698,0.002199665,0.001182154,0.0004374266,0.001415316,0.9925578],"genre_scores_gemma":[0.00506522,0.0000523466,0.007000393,0.00003551336,0.001505449,0.000001852796,0.0001185984,0.001324955,0.9848956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008155602,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006764796736080228,"score_gpt":0.1900047826083441,"score_spread":0.1832399858722638,"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."}}