{"id":"W310548906","doi":"10.21236/ada377467","title":"ABCA FOCUS 2000 Issues Workshop","year":2000,"lang":"en","type":"report","venue":"","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Data science; Geography; Computer science; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001056679,0.0002582015,0.0005388933,0.00009897395,0.0007639417,0.00006074364,0.0002998126,0.0004559978,0.03257952],"category_scores_gemma":[0.0003262087,0.0002221859,0.0002481266,0.0002791666,0.000414432,0.0001138425,0.00005993628,0.0003247373,0.001431235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364471,"about_ca_system_score_gemma":0.001516197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06006575,"about_ca_topic_score_gemma":0.04350211,"domain_scores_codex":[0.997443,0.0001391771,0.0003731523,0.0004526984,0.001072086,0.0005199343],"domain_scores_gemma":[0.9990344,0.0001813815,0.00008713635,0.0003428933,0.0002119615,0.0001422],"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":[0.000007594429,0.00002596177,0.0001453367,0.00001743556,0.00008579108,0.00003718888,0.01040825,6.404827e-7,3.633881e-8,0.002076648,0.9620576,0.02513752],"study_design_scores_gemma":[0.00004079466,0.00001327942,0.0001100028,0.00006716768,0.00003608068,0.000002285831,0.004258919,1.498531e-7,0.000001137321,0.004733859,0.9904438,0.0002924843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001004,0.07719892,0.000005485445,0.003051913,0.001162079,0.0002351674,0.00002375263,0.0002430116,0.9179793],"genre_scores_gemma":[0.006186949,0.1187991,0.0001563813,0.0001235259,0.003069164,0.00002247451,0.00001305192,0.00002045738,0.8716089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04637044,"threshold_uncertainty_score":0.9993463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07099068484812901,"score_gpt":0.3887425239548467,"score_spread":0.3177518391067177,"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."}}