{"id":"W4382044764","doi":"10.1353/vcr.2022.a900635","title":"Contributors","year":2022,"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":[0.001103487,0.0001315908,0.0003598006,0.0000505128,0.0002229274,0.00001362028,0.0003515438,0.00001292587,0.0241641],"category_scores_gemma":[0.0002281088,0.000125204,0.0001482146,0.0008498874,0.00001690028,0.000060952,0.0001853068,0.0002125033,0.01527192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296711,"about_ca_system_score_gemma":0.00007804922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006612732,"about_ca_topic_score_gemma":0.000001872258,"domain_scores_codex":[0.9983186,0.0003969901,0.0003057532,0.0002371658,0.0004603273,0.0002811732],"domain_scores_gemma":[0.9991585,0.00004884899,0.0001433369,0.0004831239,0.00005532624,0.000110862],"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":[0.00001153542,0.0001103046,0.0009974543,0.001088092,0.00006322649,0.00005938902,0.00008713073,0.000002914798,0.0005219241,0.0262172,0.9648911,0.005949728],"study_design_scores_gemma":[0.0002181607,0.00003839008,0.0001255927,0.0002589448,0.00006408736,0.00002421051,0.000004619306,0.00000196344,0.00001442751,0.0001129778,0.9989842,0.0001524886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000927904,0.9373464,0.0000320447,0.003534368,0.004696105,0.002134347,0.000720767,0.0008096483,0.04979841],"genre_scores_gemma":[0.7842885,0.1112099,0.0008059817,0.04878209,0.005635735,0.006622201,0.001658341,0.001231004,0.03976626],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8261365,"threshold_uncertainty_score":0.9854948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064317157285721,"score_gpt":0.2631910926323889,"score_spread":0.2525479210595317,"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."}}