{"id":"W6995403410","doi":"","title":"Palautejärjestelmän toimivuus : Case Lehtipiste","year":2008,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Quarter (Canadian coin); Social policy","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002525821,0.006656155,0.006049024,0.00334693,0.002140688,0.000939801,0.005058469,0.004955394,0.06438763],"category_scores_gemma":[0.001053897,0.006855715,0.003009211,0.003796378,0.00378833,0.001101978,0.002224349,0.005335863,0.3742775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071756,"about_ca_system_score_gemma":0.002242069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006999182,"about_ca_topic_score_gemma":0.004447402,"domain_scores_codex":[0.9760571,0.003329573,0.004362193,0.005684795,0.003819284,0.006747106],"domain_scores_gemma":[0.9814309,0.001322249,0.00426739,0.009104975,0.0007635478,0.003110881],"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":[0.001640541,0.002611238,0.0003594834,0.001942494,0.004797481,0.2525584,0.006614558,0.0003618408,0.001163081,0.002838874,0.03662558,0.6884865],"study_design_scores_gemma":[0.004272528,0.0006100843,0.0005633754,0.00227486,0.001588378,0.1202113,0.000798315,0.0006388807,0.0004387403,0.0004191416,0.8618187,0.006365685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01289961,0.01735591,0.0002225274,0.0006758217,0.005198035,0.005052655,0.004423134,0.004210507,0.9499618],"genre_scores_gemma":[0.05438498,0.003066604,0.002130894,0.0004943079,0.005010569,0.0006189502,0.0007592842,0.01179855,0.9217359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8251932,"threshold_uncertainty_score":0.9996133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019904201705987,"score_gpt":0.264345626963832,"score_spread":0.2341465849467721,"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."}}