{"id":"W7133050530","doi":"","title":"Kasvatusfilosofin jalanjäljillä","year":2022,"lang":"fi","type":"other","venue":"Trepo - Institutional Repository of Tampere University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Turun Yliopisto; Jyväskylän Yliopisto; University of Illinois at Urbana-Champaign; Fordham University; University of Toronto; Tampereen Yliopisto; Opetushallitus; Aalto-Yliopisto; Duquesne University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006796315,0.001262493,0.001598657,0.00181124,0.002942683,0.00006702317,0.002183381,0.00101593,0.05019101],"category_scores_gemma":[0.00037876,0.001617414,0.001308603,0.001506013,0.003648596,0.000627587,0.001566286,0.001711583,0.002973258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006064726,"about_ca_system_score_gemma":0.0049392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00366775,"about_ca_topic_score_gemma":0.0002275448,"domain_scores_codex":[0.9920848,0.001282824,0.001119585,0.002003016,0.002582872,0.0009269049],"domain_scores_gemma":[0.9940318,0.0003592806,0.002385654,0.001980672,0.0006284483,0.0006140958],"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":[0.007358365,0.01027821,0.08757338,0.002975317,0.01097672,0.04260875,0.003341575,0.01176589,0.04046991,0.2642153,0.5163877,0.002048922],"study_design_scores_gemma":[0.002293801,0.0003008503,0.008537775,0.0004817746,0.001032388,0.001251437,0.001107666,0.000124766,0.0006545999,0.00005699693,0.9827199,0.001438036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05928128,0.001181367,0.00005720263,0.0001123254,0.003074835,0.00098082,0.003986396,0.0004495069,0.9308763],"genre_scores_gemma":[0.1848153,0.000156034,0.001180805,0.00004890159,0.0007127944,0.000004423018,0.001356579,0.0004208513,0.8113043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4663322,"threshold_uncertainty_score":0.9990629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264696218067781,"score_gpt":0.1986146229751997,"score_spread":0.1859676607945219,"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."}}