{"id":"W6902725911","doi":"10.7916/d8-w3sc-e505","title":"Reminiscences of Ray W. Barker, 1972","year":2020,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Military History and Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artillery; World War II; Head (geology); Kingdom; First world war","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005484518,0.0001325051,0.0004118245,0.00009089705,0.00107456,0.00004842949,0.001330518,0.0004012577,0.002840358],"category_scores_gemma":[0.0003756294,0.0002596347,0.0001977169,0.00141132,0.001199397,0.0004502853,0.0001891128,0.0007461017,0.00005561948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185656,"about_ca_system_score_gemma":0.0006830225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07252894,"about_ca_topic_score_gemma":0.2485038,"domain_scores_codex":[0.997615,0.000611816,0.0003611232,0.0004758289,0.0004543413,0.000481939],"domain_scores_gemma":[0.9984984,0.0003099128,0.0002228815,0.0002919607,0.0001410484,0.0005358092],"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":[0.0002470917,0.0002057194,0.3839596,0.000161927,0.0001707997,0.0002149772,0.0335338,0.00006068335,0.001509029,0.02025051,0.5493169,0.01036892],"study_design_scores_gemma":[0.0005614961,0.0001521125,0.01694384,0.00005272508,0.00007973272,9.229067e-7,0.01364829,0.00007628995,0.0000107496,0.0005472542,0.9675856,0.000340942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5536221,0.0004840192,0.00007148847,0.001772561,0.0003336737,0.0004678971,0.00006937263,0.0002146077,0.4429643],"genre_scores_gemma":[0.9516521,0.0005269236,0.0001575599,0.0002264755,0.0001633792,0.000001248236,0.000007218064,0.00001342224,0.04725165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4182687,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250210679891996,"score_gpt":0.2466573767201644,"score_spread":0.2041552699212444,"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."}}