{"id":"W6987659115","doi":"","title":"Taloudelliseen toimintakykyyn vaikuttavat tekijät ylivelkaantuneiden kirjoituksissa","year":2022,"lang":"fi","type":"other","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real world data; World class; 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","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008414494,0.003567484,0.004904953,0.006055471,0.003153548,0.0004600991,0.009839373,0.001616401,0.1064394],"category_scores_gemma":[0.0003986606,0.005371778,0.004302946,0.004806248,0.006676523,0.004130684,0.01172514,0.004166343,0.02600111],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004241506,"about_ca_system_score_gemma":0.002294035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008841224,"about_ca_topic_score_gemma":0.005202143,"domain_scores_codex":[0.9839051,0.001711801,0.001421868,0.005188729,0.004103119,0.003669396],"domain_scores_gemma":[0.9861139,0.001672679,0.004582548,0.004276288,0.0008440959,0.002510487],"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":[0.01106405,0.007010442,0.01092819,0.002243415,0.01191315,0.01438091,0.0179437,0.001040896,0.002971559,0.01771696,0.877117,0.02566974],"study_design_scores_gemma":[0.009053535,0.001466002,0.006200841,0.0008993199,0.00273806,0.0002282019,0.06102726,0.0006648258,0.0000232237,0.001193845,0.9117652,0.004739658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02367881,0.000694679,0.003373256,0.0009069031,0.001136963,0.003887514,0.07260311,0.001471255,0.8922475],"genre_scores_gemma":[0.0477878,0.001897599,0.004688123,0.0001897698,0.0005269735,0.00000153492,0.01153624,0.00199055,0.9313814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08043829,"threshold_uncertainty_score":0.9996797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102984191429344,"score_gpt":0.1677558645437455,"score_spread":0.1574574454008111,"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."}}