{"id":"W7003801618","doi":"","title":"Patria e storia","year":2019,"lang":"it","type":"article","venue":"OpenstarTs (Univeristy of Trieste https://www.units.it/)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Context (archaeology); Derogation; Quarter (Canadian coin)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008961649,0.001169776,0.001917292,0.0007192317,0.0005006413,0.000154585,0.001745817,0.001344516,0.009607731],"category_scores_gemma":[0.0002657692,0.001343837,0.0003471418,0.002446797,0.0008259278,0.00161247,0.0005298136,0.001813434,0.003826865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302228,"about_ca_system_score_gemma":0.0008048489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134354,"about_ca_topic_score_gemma":0.0005665399,"domain_scores_codex":[0.9949833,0.0003070694,0.001374518,0.001151503,0.0007851135,0.00139853],"domain_scores_gemma":[0.9954783,0.0003900176,0.0005404457,0.002380056,0.0008097345,0.0004014598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003916752,0.0009783398,0.01120224,0.006090176,0.004728186,0.001604348,0.03214148,0.01238521,0.007666382,0.5167276,0.3880129,0.01454637],"study_design_scores_gemma":[0.007705733,0.002479396,0.00600685,0.002146681,0.00082384,0.000101694,0.06968199,0.01068038,0.0009263533,0.004152117,0.8918718,0.003423236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6534967,0.004461893,0.0003627983,0.002203061,0.005823783,0.001889509,0.0007040048,0.0006364904,0.3304218],"genre_scores_gemma":[0.9232859,0.003188629,0.0008566798,0.0001389907,0.000254176,0.00001816052,0.0002642545,0.0001814226,0.0718118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5125755,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028013444915222,"score_gpt":0.2175972903590146,"score_spread":0.1973171559098624,"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."}}