{"id":"W1511311354","doi":"","title":"Per Ardua Ad Astra : A Concicise Guide to Canadian Personnel Records and RCAF Service Information of the Second World War","year":2000,"lang":"en","type":"article","venue":"Canadian military history","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"ASTRA; Service (business); World War II; Service personnel; Business; Operations management; Political science; Marketing; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003994266,0.0001368951,0.0001876735,0.001054146,0.001034877,0.00001945255,0.0004117398,0.0001257211,0.02718772],"category_scores_gemma":[0.00009003835,0.0001737101,0.00008498452,0.0004375642,0.0005382288,0.0005057176,0.0000109277,0.0002148232,0.0003777636],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0138573,"about_ca_system_score_gemma":0.01656824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996665,"about_ca_topic_score_gemma":0.9999992,"domain_scores_codex":[0.9985698,0.0001192038,0.0003005484,0.0002144014,0.0002467846,0.0005492146],"domain_scores_gemma":[0.9975935,0.00003026059,0.00004366132,0.0003501488,0.000184595,0.00179787],"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":[0.00000878528,0.000003306917,0.0002031685,0.00004095975,0.00001235612,0.000008272403,0.1115214,0.00001323331,0.000006659838,0.0002082497,0.8745772,0.0133964],"study_design_scores_gemma":[0.0001276192,0.0000146047,0.008771007,0.00003334925,0.00001711726,0.00000305366,0.008799114,0.00001194623,4.287166e-7,0.00001866685,0.9820036,0.0001995062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3847792,0.01114598,5.123907e-7,0.01528965,0.001631958,0.0007527166,0.00120722,0.00003320146,0.5851595],"genre_scores_gemma":[0.3276451,0.000604904,0.0003520329,0.07577299,0.0004080719,0.00006893963,0.00006876046,0.00005270202,0.5950266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1074264,"threshold_uncertainty_score":0.9899283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007056301966619278,"score_gpt":0.1863808178302435,"score_spread":0.1793245158636242,"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."}}