{"id":"W7042173600","doi":"","title":"Opiskelijapalautteen merkitys, sisällöt ja teemat Aikuiskouluttajan pedagogisissa opinnoissa","year":2013,"lang":"fi","type":"other","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Class (philosophy); Context (archaeology); Order (exchange); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006894516,0.004256777,0.005724679,0.006130857,0.002252825,0.0007908547,0.009170927,0.002712687,0.02093494],"category_scores_gemma":[0.0003495523,0.005932988,0.004324594,0.004125054,0.008074848,0.00546969,0.007716893,0.003596048,0.04916581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002412671,"about_ca_system_score_gemma":0.001910164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849251,"about_ca_topic_score_gemma":0.006659776,"domain_scores_codex":[0.9834168,0.001632572,0.001705035,0.005293479,0.003744482,0.004207654],"domain_scores_gemma":[0.9846613,0.001397685,0.005045854,0.004702483,0.001442878,0.00274984],"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":[0.00501216,0.006279573,0.01402533,0.004136077,0.008499286,0.003691363,0.007105459,0.0004363879,0.002430626,0.02986274,0.8816969,0.03682409],"study_design_scores_gemma":[0.009456294,0.001101014,0.01716489,0.001982882,0.002709999,0.0001200735,0.0252651,0.001270183,0.00005377049,0.001609219,0.9336469,0.005619736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02681725,0.0007881694,0.008227512,0.00126932,0.001062782,0.004890724,0.03949561,0.001714646,0.915734],"genre_scores_gemma":[0.07326923,0.0011037,0.006231147,0.0001013381,0.0006602842,0.000001660584,0.008569577,0.001678627,0.9083844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05194994,"threshold_uncertainty_score":0.9990461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337786730934309,"score_gpt":0.1949027458598437,"score_spread":0.1815248785505006,"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."}}