{"id":"W7032843230","doi":"","title":"Palautteesi on meille tärkeä : Opetustilaus.fi-palvelun perheille lähetettävän palautekyselyn kehittäminen","year":2013,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paid work; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004662734,0.01021574,0.008806317,0.005036587,0.002204634,0.002678008,0.01111684,0.006845704,0.187601],"category_scores_gemma":[0.00199956,0.009682534,0.004234834,0.004558853,0.003292576,0.001738343,0.003809237,0.007925617,0.6053699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003528927,"about_ca_system_score_gemma":0.001846363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814933,"about_ca_topic_score_gemma":0.0007302141,"domain_scores_codex":[0.9632932,0.004376145,0.005986865,0.008893988,0.007072314,0.01037749],"domain_scores_gemma":[0.973209,0.002739393,0.005796304,0.01228508,0.001504003,0.004466198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003342945,0.007721488,0.001176164,0.00350149,0.01145123,0.002265099,0.006207435,0.0009287735,0.009759987,0.01896836,0.231684,0.702993],"study_design_scores_gemma":[0.007082291,0.001873821,0.003091069,0.006071252,0.002115153,0.0004244085,0.001983992,0.001902053,0.002187712,0.0009469852,0.961986,0.01033528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01216799,0.006950508,0.0001325553,0.003941592,0.006397431,0.01068025,0.004896464,0.004862578,0.9499706],"genre_scores_gemma":[0.04466916,0.002097515,0.002350533,0.002087032,0.005934353,0.002686078,0.00245082,0.01443566,0.9232888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.730302,"threshold_uncertainty_score":0.9994199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218918287764967,"score_gpt":0.2553536646494075,"score_spread":0.2331644817717578,"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."}}