{"id":"W7024559682","doi":"","title":"Suomen joukkovelkakirjalainamarkkinoiden kehittämistoimet ja -tarpeet","year":2014,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Government (linguistics); Poverty; 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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.009286836,0.007224667,0.007593391,0.004299013,0.001564609,0.001922273,0.01000089,0.005410986,0.1151216],"category_scores_gemma":[0.002555297,0.007491187,0.003103246,0.00378521,0.003243228,0.001151821,0.003260433,0.005582169,0.4715082],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004265637,"about_ca_system_score_gemma":0.001715085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597159,"about_ca_topic_score_gemma":0.002670832,"domain_scores_codex":[0.9689041,0.005385826,0.004994915,0.006386325,0.005518275,0.008810558],"domain_scores_gemma":[0.9767776,0.00214914,0.006257885,0.01000374,0.001174759,0.003636879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003204043,0.002777253,0.001897148,0.003700172,0.008320693,0.001712073,0.003035425,0.0003278248,0.007693459,0.01104925,0.06123979,0.8950428],"study_design_scores_gemma":[0.00559557,0.0008348837,0.002735146,0.003261308,0.002335643,0.0006470847,0.0005158046,0.00118516,0.000747773,0.002933615,0.9712276,0.007980428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003762006,0.007404431,0.0006105129,0.001375604,0.004834659,0.005092444,0.003272909,0.003715752,0.9699317],"genre_scores_gemma":[0.03787639,0.0007786601,0.00262719,0.001276523,0.007242539,0.0007272818,0.001764382,0.01288597,0.9348211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9099878,"threshold_uncertainty_score":0.9997352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692004669287462,"score_gpt":0.2529936174168018,"score_spread":0.2360735707239272,"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."}}