{"id":"W7048302220","doi":"","title":"Kohtalonkysymyksenä kestävyys : Kuinka kehittää Suomen eläkejärjestelmää","year":2023,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Range (aeronautics); Value (mathematics)","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":[0.0002281263,0.0007640392,0.001065315,0.001388334,0.0002993928,0.00002915803,0.002022999,0.001899397,0.007627058],"category_scores_gemma":[0.00004888078,0.001110609,0.0004591546,0.001523334,0.0007343072,0.0002706182,0.0006435602,0.001249824,0.01029656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455621,"about_ca_system_score_gemma":0.0001252685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009762198,"about_ca_topic_score_gemma":0.003458737,"domain_scores_codex":[0.9972292,0.00006591124,0.0003755194,0.0009385287,0.0004604477,0.000930422],"domain_scores_gemma":[0.9972203,0.0001950171,0.0003914808,0.001804572,0.0001191307,0.000269458],"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":[0.0001118154,0.0006724201,0.002920404,0.001912442,0.004326425,0.001131961,0.00512034,0.002029905,0.004967461,0.03005264,0.8193499,0.1274043],"study_design_scores_gemma":[0.001027421,0.00009646572,0.003392518,0.0004238964,0.0004313175,0.00003618286,0.001723687,0.002454267,0.0002428018,0.0006988537,0.9883258,0.001146785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01453675,0.002008765,0.005841123,0.003966442,0.002341299,0.00178571,0.001476091,0.007439131,0.9606047],"genre_scores_gemma":[0.07653824,0.00243885,0.00495408,0.00003936825,0.0002893708,0.00000747701,0.0002587427,0.001184485,0.9142894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1689759,"threshold_uncertainty_score":0.9993963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00632853964891325,"score_gpt":0.1729879460397604,"score_spread":0.1666594063908472,"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."}}