{"id":"W6995395989","doi":"","title":"Liompa","year":2015,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Perspective (graphical); Shot (pellet); Russian literature; Gloom; Period (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0001529406,0.0005982689,0.0006238709,0.004287265,0.00008914847,0.00006167067,0.001135069,0.000846289,0.006607776],"category_scores_gemma":[0.00004390328,0.0007182421,0.0001831298,0.004284159,0.0002789343,0.0001121476,0.0003214881,0.000569246,0.04935914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006501484,"about_ca_system_score_gemma":0.0005234454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007957604,"about_ca_topic_score_gemma":0.003106496,"domain_scores_codex":[0.9977017,0.0001940012,0.0001082589,0.0007475778,0.0005943253,0.0006541493],"domain_scores_gemma":[0.9978675,0.00003173534,0.0004003261,0.001072412,0.0001027729,0.0005252863],"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":[0.0000534539,0.00007035454,0.00006148544,0.00003007415,0.0002066451,0.0003946794,0.0001528256,0.00001342408,0.00001892195,0.006221071,0.9926566,0.0001205008],"study_design_scores_gemma":[0.0009620567,0.00004445462,0.000008144661,0.0002630651,0.0002233177,0.00000991328,0.0008277496,0.000008670884,0.000004668655,0.00002505307,0.9968458,0.0007771496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001039612,0.001058508,0.00009279729,0.0001151718,0.0006213263,0.0003836685,0.0005449519,0.002564564,0.9946086],"genre_scores_gemma":[0.00008109555,0.00006890701,0.001340993,0.00003449899,0.0005569058,3.826916e-7,0.000244065,0.001756754,0.9959164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04275137,"threshold_uncertainty_score":0.9995269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256848064345121,"score_gpt":0.2041622039693661,"score_spread":0.1815937233259149,"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."}}