{"id":"W7072116143","doi":"","title":"Uhkakuvadiskurssit Sauli Niinistön presidenttikauden puheissa vuosina 2012–2018","year":2018,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); 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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001122312,0.002232939,0.002972673,0.002617843,0.001259421,0.0002746673,0.005783746,0.00301376,0.2309247],"category_scores_gemma":[0.000172459,0.002992241,0.001707596,0.001859118,0.004848129,0.001832105,0.002549728,0.001339764,0.2209362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596742,"about_ca_system_score_gemma":0.0009971416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007606614,"about_ca_topic_score_gemma":0.01113185,"domain_scores_codex":[0.9900883,0.0009946564,0.0008971064,0.003009409,0.002574106,0.002436373],"domain_scores_gemma":[0.9898942,0.0002666344,0.003353886,0.004165646,0.0008488728,0.001470792],"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":[0.001027619,0.0008999508,0.001419677,0.0008855697,0.002414738,0.0005879691,0.003048797,0.00001011222,0.0009311053,0.001614902,0.9795253,0.007634204],"study_design_scores_gemma":[0.003908006,0.0008084032,0.0136671,0.001644214,0.002835519,0.0001082385,0.0042497,0.0001310011,0.0002301083,0.0003645956,0.969336,0.002717146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008523049,0.004429316,0.001153321,0.001692511,0.00413387,0.002686514,0.003832348,0.0009684171,0.9725807],"genre_scores_gemma":[0.008045842,0.001233705,0.006200861,0.0001007661,0.001875632,0.000001764108,0.0008092608,0.001521825,0.9802104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01224743,"threshold_uncertainty_score":0.9995955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148025154717794,"score_gpt":0.2097186681506449,"score_spread":0.1949161526788655,"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."}}