{"id":"W602304924","doi":"","title":"VAPAA-AJAN TOIMINNAN MERKITYS MAAHANMUUTTAJANAISTEN HYVINVOINNILLE - ESIMERKKINÄ MONIKULTTUURINEN KÄSITYÖKERHO","year":2010,"lang":"fi","type":"dissertation","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.009148777,0.002318672,0.002738002,0.001105282,0.007213141,0.002469801,0.009121004,0.003660093,0.01312502],"category_scores_gemma":[0.004772212,0.00226735,0.001737349,0.004564866,0.004194668,0.002368128,0.001175388,0.005170499,0.006298609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246041,"about_ca_system_score_gemma":0.004078673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05520152,"about_ca_topic_score_gemma":0.07950632,"domain_scores_codex":[0.9781705,0.003056283,0.002650154,0.003475171,0.007403784,0.00524413],"domain_scores_gemma":[0.9877961,0.001954904,0.002368295,0.002727488,0.001810467,0.003342698],"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":[0.0006287203,0.0009216943,0.001705032,0.0005224817,0.0007409438,0.0002445203,0.07648254,0.00002186018,0.00376904,0.01424727,0.001155049,0.8995609],"study_design_scores_gemma":[0.000874943,0.0004061873,0.006737546,0.0004848737,0.0004137731,0.00001458622,0.04636844,0.000287273,0.003267185,0.009716212,0.9287456,0.002683417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.211457,0.001551541,0.00002321752,0.006974937,0.006616383,0.002926908,0.0002647236,0.0006569354,0.7695284],"genre_scores_gemma":[0.3770518,0.002462504,0.0008620503,0.0003634772,0.002893913,0.0003646309,0.0005667844,0.0002910011,0.6151439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9275905,"threshold_uncertainty_score":0.9989552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258433628988081,"score_gpt":0.3539532117868802,"score_spread":0.3113688754969994,"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."}}