{"id":"W7030304839","doi":"","title":"Maahanmuuttajaäitien suomen kielen lähtötasoon vaikuttavat tekijät ja kielitaidon kehitys : kotoutumiskoulutus omien lasten kanssa","year":2021,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Context (archaeology); Descriptive research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005469882,0.0006083003,0.000668551,0.0006524424,0.002942382,0.003246152,0.0006777417,0.001316977,0.03050757],"category_scores_gemma":[0.0008314014,0.000490605,0.0007737594,0.0008176176,0.001180716,0.002080317,0.002490038,0.001893377,0.006870048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540657,"about_ca_system_score_gemma":0.002994911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267618,"about_ca_topic_score_gemma":0.04523851,"domain_scores_codex":[0.9995147,0.00005795707,0.00002461992,0.0001334306,0.0001460851,0.0001231757],"domain_scores_gemma":[0.9994136,0.0000953345,0.0001042859,0.00004590259,0.0001905524,0.0001503865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00169308,0.0005047601,0.07165319,0.003578495,0.0003143262,0.005958402,0.02193438,0.001006531,0.5434384,0.01430646,0.01651897,0.3190929],"study_design_scores_gemma":[0.00005300649,0.001063359,0.1374105,0.0006561934,0.0002866933,0.002909458,0.02668956,0.0007867149,0.08834323,0.004787872,0.7367566,0.0002567591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7513329,0.01929386,0.01689188,0.007487281,0.001712976,0.0003533641,0.002368614,0.0009267158,0.1996324],"genre_scores_gemma":[0.769278,0.008225391,0.01359449,0.001350518,0.0002144412,0.000193085,0.001480416,0.0003947346,0.2052688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03050757,"threshold_uncertainty_score":0.102058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906928108180863,"score_gpt":0.2527696156911076,"score_spread":0.2337003346092989,"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."}}