{"id":"W7071389277","doi":"","title":"Skrivsvaga språkbadselevers skrivförmåga på andraspråket och på modersmålet : En jämförande fallstudie","year":2020,"lang":"fi","type":"other","venue":"Osuva (University of Vaasa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Secret ballot","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009995273,0.002638325,0.004234299,0.002018091,0.001065909,0.0001448037,0.00442337,0.002619275,0.03600036],"category_scores_gemma":[0.0002870996,0.003669054,0.002055213,0.002039629,0.00233348,0.001000512,0.002498981,0.002684969,0.02833063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764048,"about_ca_system_score_gemma":0.00129494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697618,"about_ca_topic_score_gemma":0.00690436,"domain_scores_codex":[0.9887623,0.001318934,0.001009539,0.003519185,0.00288558,0.002504486],"domain_scores_gemma":[0.9921233,0.000551639,0.002420967,0.002603516,0.0005621131,0.001738478],"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":[0.003111716,0.002099915,0.003664298,0.002560422,0.01106425,0.002484226,0.02291282,0.0006529673,0.005143706,0.00451002,0.9344088,0.007386795],"study_design_scores_gemma":[0.01321164,0.001710973,0.006576843,0.001585282,0.003912559,0.00007351587,0.01740485,0.002229729,0.0002001927,0.0004195642,0.9484743,0.004200508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04032346,0.003614923,0.006192989,0.007351585,0.002576999,0.005218976,0.01400112,0.001832698,0.9188873],"genre_scores_gemma":[0.4695562,0.006065693,0.01589789,0.0007027814,0.001567543,0.00000616409,0.001707013,0.003359324,0.5011374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4292327,"threshold_uncertainty_score":0.9996158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848003759199225,"score_gpt":0.2036722733035698,"score_spread":0.1851922357115775,"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."}}