{"id":"W6995730958","doi":"","title":"PISA Test | how are Azerbaijani schools doing?","year":2013,"lang":"en","type":"other","venue":"Khazar University Institutional Repository (Khazar University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montenegro; Quarter (Canadian coin); Test (biology); Russian federation; Higher education; Quality (philosophy); Study abroad","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","insufficient_payload"],"category_scores_codex":[0.0002136553,0.001619702,0.001389631,0.005674051,0.002418831,0.0004043328,0.00298023,0.001874391,0.001803201],"category_scores_gemma":[0.0002048962,0.00210443,0.0009232971,0.003293302,0.002054392,0.001949442,0.001169214,0.002040739,0.01066678],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005566623,"about_ca_system_score_gemma":0.002719312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176874,"about_ca_topic_score_gemma":0.0005312606,"domain_scores_codex":[0.9936025,0.0005238279,0.0004077503,0.002270459,0.001791615,0.001403807],"domain_scores_gemma":[0.9942484,0.0002270751,0.001591909,0.001944562,0.00076577,0.001222232],"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":[0.0001892143,0.0006941989,0.005935969,0.0002600863,0.001036685,0.01151222,0.00008154212,0.0002116748,0.002108494,0.06075864,0.917091,0.0001203203],"study_design_scores_gemma":[0.002719412,0.0001334227,0.001244293,0.001143078,0.0008293937,0.0003677371,0.002021953,0.0001281464,0.0002596581,0.00001402196,0.9889665,0.002172416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002122571,0.0003063797,0.001150154,0.0004792957,0.001903729,0.001452462,0.00244846,0.002735074,0.9874019],"genre_scores_gemma":[0.01906523,0.0002183184,0.002146119,0.0001103575,0.001178049,0.000001295093,0.0004874897,0.0007668389,0.9760263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07187551,"threshold_uncertainty_score":0.9996551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007797608546341893,"score_gpt":0.1697728297051561,"score_spread":0.1619752211588142,"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."}}