{"id":"W7023878646","doi":"","title":"Pitkän ajan testausjärjestelmän toteutus liityntäverkkoratkaisulle","year":2012,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Dysgeusia; Liquation; Fusible alloy; Pretext","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001106147,0.003447461,0.003098358,0.005903559,0.001363465,0.0004408988,0.00442116,0.003433547,0.09310176],"category_scores_gemma":[0.0003376856,0.004382095,0.001495673,0.006427822,0.001780449,0.001959531,0.002541445,0.003268226,0.2842902],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004088528,"about_ca_system_score_gemma":0.00223917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859248,"about_ca_topic_score_gemma":0.001744276,"domain_scores_codex":[0.9863496,0.001758069,0.001285559,0.003540413,0.002142065,0.00492423],"domain_scores_gemma":[0.9883329,0.0006802074,0.002443879,0.004543633,0.0007945189,0.003204892],"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":[0.001503871,0.004226413,0.009482264,0.002017276,0.004501685,0.007578031,0.002892927,0.0001132942,0.00416363,0.1036959,0.8255907,0.03423401],"study_design_scores_gemma":[0.00396468,0.0005654149,0.002291124,0.001076458,0.002435667,0.0001462645,0.00152697,0.0000388092,0.0003563641,0.00009238523,0.9830533,0.004452583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003330311,0.004362508,0.0003090553,0.0003912534,0.004048524,0.00273953,0.002548308,0.002124837,0.9801457],"genre_scores_gemma":[0.02078282,0.002073315,0.001961533,0.0003189024,0.003267913,0.000005942997,0.000821045,0.003557109,0.9672114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1911884,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799821598386958,"score_gpt":0.2045547451761571,"score_spread":0.1865565291922875,"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."}}