{"id":"W7020129268","doi":"","title":"Kielenhuolto kahdessa lukion opetussuunnitelman 2019 mukaisessa suomen kielen ja kirjallisuuden oppikirjassa","year":2022,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Paid work","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002110672,0.002765822,0.003944795,0.00468126,0.001965448,0.0003044927,0.008111674,0.00252011,0.3542615],"category_scores_gemma":[0.0002327644,0.003852406,0.001891034,0.004499188,0.001893981,0.001882158,0.006513737,0.003765404,0.03457179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003793164,"about_ca_system_score_gemma":0.001494518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625257,"about_ca_topic_score_gemma":0.004261699,"domain_scores_codex":[0.9857692,0.001971809,0.001268565,0.003877147,0.004073591,0.003039725],"domain_scores_gemma":[0.9887665,0.0005117279,0.00362951,0.004547848,0.000978074,0.001566325],"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":[0.001863947,0.00210861,0.005828555,0.001399204,0.004003042,0.001795978,0.00715101,0.0005807293,0.002291759,0.00312951,0.9589596,0.01088807],"study_design_scores_gemma":[0.006278153,0.000810246,0.006674708,0.0008219607,0.002221122,0.0001018454,0.01481712,0.0006547395,0.00007184372,0.0001182909,0.9637663,0.003663666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0304798,0.005027802,0.000191531,0.001839892,0.003077927,0.004386538,0.01238221,0.001305034,0.9413093],"genre_scores_gemma":[0.02783056,0.003380962,0.001938945,0.0002590903,0.000875438,0.00001006637,0.006448538,0.002217086,0.9570393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3196897,"threshold_uncertainty_score":0.9993339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122315965135525,"score_gpt":0.2031239957012583,"score_spread":0.1919008360499031,"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."}}