{"id":"W857442690","doi":"","title":"New Men in the Line An Assessment of Reinforcements to the 48th Highlanders in Italy, January-October 1944","year":2015,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Line (geometry); Demography; Operations research; History; Psychology; Engineering; Mathematics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004571573,0.0001945813,0.0001209584,0.000545972,0.004326919,0.0006232546,0.0003608839,0.0004091708,0.0078902],"category_scores_gemma":[0.00218271,0.0001678557,0.00008389622,0.0004609366,0.001489307,0.0004710363,0.00107268,0.0008848298,0.0005307374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003096722,"about_ca_system_score_gemma":0.001332811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2143279,"about_ca_topic_score_gemma":0.6084524,"domain_scores_codex":[0.9997292,0.00007890435,0.000005993519,0.00002599596,0.00003980631,0.000120068],"domain_scores_gemma":[0.9994218,0.00006184765,0.00009600406,0.00001690609,0.0001110932,0.0002923671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004850986,0.0004062549,0.4256199,0.0001387385,0.00003057721,0.002978747,0.43716,0.0001999067,0.001533297,0.002445389,0.05562789,0.07337419],"study_design_scores_gemma":[0.000008987948,0.0002249665,0.773718,0.00006950413,0.000005428017,0.0001734229,0.1645007,0.00002998638,0.0001773322,0.0001533721,0.06092454,0.00001382364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658644,0.0003542678,0.00004946625,0.005086185,0.000126478,0.00003108725,0.0001913221,0.00001223514,0.02828462],"genre_scores_gemma":[0.9600067,0.0003638719,0.00007444173,0.0006009839,0.00007872473,0.00004266492,0.0001238912,0.000008212666,0.03870048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2143279,"threshold_uncertainty_score":0.4261607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03369477351284284,"score_gpt":0.3098509389853144,"score_spread":0.2761561654724715,"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."}}