{"id":"W7115267089","doi":"","title":"38 Maavoimien taistelutapa ja taktiikka","year":2023,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Secret ballot; Order (exchange); Civil servants","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009702853,0.001411507,0.002269109,0.002424442,0.0007973835,0.0001102724,0.002981758,0.002038981,0.05668807],"category_scores_gemma":[0.0001863847,0.002052412,0.001258525,0.002812495,0.001794642,0.0007492819,0.001499477,0.001390338,0.1908374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406314,"about_ca_system_score_gemma":0.0007371036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007277334,"about_ca_topic_score_gemma":0.007255604,"domain_scores_codex":[0.9931339,0.0005881232,0.0006236444,0.002066696,0.001873672,0.001713939],"domain_scores_gemma":[0.9941493,0.0003454801,0.001851209,0.002409338,0.0005071564,0.0007375606],"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":[0.001967368,0.001561127,0.001608553,0.002546462,0.005735912,0.005392621,0.01524208,0.0001487611,0.005217065,0.01751913,0.9154432,0.02761765],"study_design_scores_gemma":[0.003582789,0.0003298165,0.003810959,0.001311016,0.001211095,0.00003959351,0.007882878,0.0002586307,0.00008317002,0.0004714303,0.9791409,0.001877654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01126936,0.001298537,0.0003967567,0.0008873878,0.005777429,0.001932985,0.007388502,0.002658962,0.9683901],"genre_scores_gemma":[0.01338054,0.0009499632,0.002277869,0.00004002213,0.001008172,9.365526e-7,0.000471655,0.003138208,0.9787326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1341493,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961243539667388,"score_gpt":0.2095736516984952,"score_spread":0.1899612163018214,"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."}}