{"id":"W4394773985","doi":"10.59962/9780774868976","title":"Silent Partners","year":2023,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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"],"consensus_categories":[],"category_scores_codex":[0.0001940632,0.0001598815,0.0008120068,0.000108159,0.000193812,0.00007519442,0.0004690449,0.000322056,0.000250622],"category_scores_gemma":[0.00003117464,0.0004534607,0.0003623022,0.00002348762,0.0004157905,0.00005711288,0.0003303477,0.0002677228,0.0002739317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709557,"about_ca_system_score_gemma":0.00008512646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2553746,"about_ca_topic_score_gemma":0.2177249,"domain_scores_codex":[0.998581,0.00001743926,0.0003962408,0.0005703869,0.00007981576,0.0003551376],"domain_scores_gemma":[0.9988991,0.00008314935,0.0004053351,0.0004188172,0.00007825181,0.0001153467],"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":[0.000008299397,0.00002156144,0.0003188585,0.0002400096,0.0003326691,0.0001400817,0.0007279824,0.000004073398,6.239881e-8,0.007158584,0.9887942,0.002253591],"study_design_scores_gemma":[0.0005188679,0.0000594524,0.002213236,0.0002194225,0.00005312037,0.000006207206,0.0001369234,0.00001548843,1.17642e-7,0.01905016,0.9773031,0.000423871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009730117,0.002824608,0.00001240936,0.00002005863,0.0005378256,0.0003270665,0.005874855,0.0001262351,0.9893039],"genre_scores_gemma":[0.001599873,0.002073681,0.00005696751,0.00005954146,0.0001382253,0.000001499889,0.00008771134,0.00005219556,0.9959303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03764973,"threshold_uncertainty_score":0.9997917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785234472480685,"score_gpt":0.2045194546075655,"score_spread":0.1566671098827586,"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."}}