{"id":"W7024976191","doi":"","title":"Suomi toisena ja suomi vieraana kielenä -oppijoiden kielitaitokäsitykset kyselytutkimuksen valossa","year":2013,"lang":"fi","type":"other","venue":"Trepo - Institutional Repository of Tampere University","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Quarter (Canadian coin); Case finding","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":[0.0004343779,0.0004819949,0.0004637055,0.0006257948,0.002686004,0.003184263,0.0005503165,0.0008718697,0.04931413],"category_scores_gemma":[0.0006154003,0.0003557274,0.000703732,0.0006133629,0.0008776225,0.001629699,0.002320203,0.00129498,0.009635267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423318,"about_ca_system_score_gemma":0.003076314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427494,"about_ca_topic_score_gemma":0.04860263,"domain_scores_codex":[0.9995942,0.00003661414,0.00001997389,0.00009415461,0.0001568946,0.00009817457],"domain_scores_gemma":[0.9997389,0.00003879779,0.00002244029,0.0000263651,0.00009724042,0.0000763013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001526636,0.0007452901,0.02874693,0.002070332,0.0001593538,0.00319834,0.01532587,0.0008863818,0.3799586,0.03567824,0.03152321,0.5001808],"study_design_scores_gemma":[0.0000350386,0.0004609826,0.04123066,0.0003867059,0.0001091972,0.001325474,0.01355162,0.0005216729,0.07440607,0.004137286,0.8637241,0.0001111629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5549013,0.01563049,0.007996947,0.004321318,0.001754972,0.0002892871,0.002091651,0.0006361185,0.412378],"genre_scores_gemma":[0.5103963,0.007465468,0.009290544,0.000648607,0.0001081685,0.000126881,0.001423317,0.0002984604,0.4702424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04931413,"threshold_uncertainty_score":0.1649722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423463907572733,"score_gpt":0.3208026001394799,"score_spread":0.2865679610637525,"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."}}