{"id":"W6987192888","doi":"","title":"Selkokieli ja morfologia: Vartalonvaihdosten vaikutus S2-oppijoiden lukusujuvuuteen","year":2024,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Value (mathematics); Quarter (Canadian coin); Statistical analysis","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":[0.001241991,0.00222844,0.003227832,0.003366904,0.0005578568,0.0002488335,0.004143155,0.003503033,0.06809843],"category_scores_gemma":[0.0002180455,0.002814327,0.002185562,0.00282785,0.002085349,0.000897356,0.003416169,0.002945606,0.2532158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519575,"about_ca_system_score_gemma":0.0008428676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007834386,"about_ca_topic_score_gemma":0.004247427,"domain_scores_codex":[0.990523,0.0008451087,0.0009319113,0.00330627,0.002096348,0.002297336],"domain_scores_gemma":[0.9929286,0.000337549,0.001887779,0.003152133,0.0006157419,0.00107824],"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":[0.0006341246,0.0006185559,0.0008101909,0.002480624,0.005957391,0.004647059,0.005974581,0.00009260336,0.001475544,0.002514346,0.9686292,0.006165749],"study_design_scores_gemma":[0.002768733,0.0005782272,0.001571444,0.002206432,0.004968555,0.0002467692,0.008471422,0.0008318168,0.0001205792,0.0007599007,0.9747335,0.002742575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01303949,0.01398302,0.0001774314,0.002250031,0.004168983,0.002293083,0.007518024,0.001844323,0.9547256],"genre_scores_gemma":[0.02686562,0.001450625,0.003284655,0.0001482875,0.001068428,0.000002437986,0.000932283,0.001947181,0.9643005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1851174,"threshold_uncertainty_score":0.9993547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325756874716608,"score_gpt":0.1980527989392738,"score_spread":0.1847952301921077,"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."}}