{"id":"W6910755436","doi":"10.51644/jhmf2172","title":"Review of “The Book at War: How Reading Shaped Conflict and Conflict Shaped Reading” by Andrew Pettegree","year":2024,"lang":"en","type":"article","venue":"Canadian military history","topic":"Indian History and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003506616,0.0003017398,0.0004250553,0.0002248013,0.0005354626,0.00001234268,0.0003421927,0.0001096093,0.007973187],"category_scores_gemma":[0.00005531924,0.0002685151,0.0002164266,0.00005428071,0.0009374123,0.0002776923,0.00004151777,0.0003621357,0.0001174923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962231,"about_ca_system_score_gemma":0.0006723669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02743633,"about_ca_topic_score_gemma":0.07344946,"domain_scores_codex":[0.998457,0.0001163708,0.0003480278,0.0004674217,0.0002054528,0.0004057073],"domain_scores_gemma":[0.9988355,0.0001042948,0.00007612782,0.0004786858,0.00008729759,0.0004180839],"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":[0.000008867774,0.000005308299,0.0000147344,0.003159266,0.00005676256,0.00004891739,0.03150428,2.203558e-8,0.0003095315,0.006390538,0.9582539,0.0002479074],"study_design_scores_gemma":[0.0001229689,0.00005593364,0.00001270873,0.002738967,0.0001205736,0.00003109075,0.0001200565,0.00003706359,0.00001028212,0.00004474849,0.9963843,0.0003213467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002732669,0.9166691,2.459117e-7,0.004494865,0.001754868,0.0004365127,0.0007846351,0.0000622798,0.07306486],"genre_scores_gemma":[0.0818631,0.148998,0.00002009721,0.1058745,0.002029217,0.0001328471,0.0005080339,0.0002445671,0.6603296],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.767671,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393143252757581,"score_gpt":0.2016064372291665,"score_spread":0.1676750047015907,"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."}}