{"id":"W7034331859","doi":"","title":"Tapaustutkimus simulaatiopelin käytöstä suomalaisen peruskoulun kuudennen luokan yhteiskuntaopin tunnilla","year":2021,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"Gaussian Processes and Bayesian Inference","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Licensee; Quarter (Canadian coin)","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":[0.0007579806,0.0004161343,0.0001974608,0.0003318138,0.001908693,0.002891375,0.0007010074,0.0007903414,0.05253658],"category_scores_gemma":[0.001371455,0.0002246626,0.0004080412,0.000441279,0.0005950863,0.001736519,0.003722894,0.001500237,0.006629405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020468,"about_ca_system_score_gemma":0.006291526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05339105,"about_ca_topic_score_gemma":0.1234215,"domain_scores_codex":[0.9994874,0.0001398286,0.00001736729,0.00007911497,0.0001098575,0.0001663287],"domain_scores_gemma":[0.9994443,0.00009990086,0.00004834475,0.00005795448,0.0001602089,0.000189207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008946076,0.001050095,0.1205268,0.002191893,0.0001842922,0.006334472,0.04972756,0.004288614,0.03741932,0.1295988,0.1836201,0.4641636],"study_design_scores_gemma":[0.00002211955,0.0001906996,0.02469325,0.0003207296,0.00003789524,0.0002939707,0.01512348,0.0007859721,0.004171995,0.002457053,0.9518653,0.00003751122],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3831175,0.003348504,0.01200076,0.02250107,0.0008859995,0.0005711394,0.005777988,0.001333354,0.5704637],"genre_scores_gemma":[0.6710669,0.003394455,0.009282199,0.001687446,0.00006875194,0.0004269632,0.004600382,0.0004049289,0.309068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05339105,"threshold_uncertainty_score":0.1757523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790969605422471,"score_gpt":0.2594262688674046,"score_spread":0.2415165728131798,"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."}}