{"id":"W4234560031","doi":"10.1353/vcr.2016.0052","title":"Contributors","year":2016,"lang":"en","type":"article","venue":"Victorian review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006359051,0.0001525813,0.0003758864,0.0000361469,0.00003680832,0.0000114661,0.000238481,0.00004032798,0.005804382],"category_scores_gemma":[0.000821089,0.00008152721,0.0001343678,0.0003334951,0.00003854831,0.0001395373,0.00003884713,0.00004552891,0.1282173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396709,"about_ca_system_score_gemma":0.00004851224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000193285,"about_ca_topic_score_gemma":0.000003415926,"domain_scores_codex":[0.9987392,0.0001490802,0.0003144152,0.0002374172,0.00024727,0.0003125612],"domain_scores_gemma":[0.998938,0.0001083289,0.0001278704,0.0005391926,0.0001232011,0.0001633811],"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":[0.00001351864,0.00006826082,0.003863286,0.001612224,0.00009475287,0.00003142959,0.00002418067,5.57581e-9,0.014231,0.05224239,0.8231441,0.1046749],"study_design_scores_gemma":[0.0003464915,0.00001776638,0.000451958,0.005543425,0.00005255722,0.000006946233,1.998822e-7,4.001941e-8,0.0003353374,0.0002199496,0.9928721,0.0001532081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001351974,0.8924389,0.001002384,0.01710997,0.005164829,0.002800115,0.000548801,0.001631996,0.07795107],"genre_scores_gemma":[0.4922884,0.4451225,0.0008611719,0.01123776,0.006841614,0.0006795186,0.00006723838,0.0007235655,0.0421782],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4909364,"threshold_uncertainty_score":0.9951044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139847820026605,"score_gpt":0.2716317843314818,"score_spread":0.2602333061312158,"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."}}