{"id":"W6986407001","doi":"","title":"PISA 2015 Results : Excellence and Equity in Education. Volume I","year":2016,"lang":"en","type":"other","venue":"MINISTERIO DE EDUCACIÓN","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Equity (law); Variety (cybernetics); Financial literacy; Literacy; Scientific literacy; Meaning (existential); Science education","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008132455,0.0006528645,0.0006739053,0.000806226,0.00006564122,0.0001657908,0.0007039775,0.0005861024,0.006679436],"category_scores_gemma":[0.0003111658,0.0006235539,0.0000866658,0.0002743175,0.0004669561,0.0001222446,0.0004734782,0.0003729964,0.01698535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007828223,"about_ca_system_score_gemma":0.002682966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619252,"about_ca_topic_score_gemma":0.001700956,"domain_scores_codex":[0.9966135,0.0002651298,0.0006475725,0.00114739,0.0004255997,0.0009008347],"domain_scores_gemma":[0.9975532,0.00009147597,0.0005641109,0.001290952,0.00006738902,0.0004328992],"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":[0.0001196785,0.0003317552,0.001432736,0.0002164272,0.00002438143,0.00001923865,0.0009101561,2.669958e-8,0.000578417,0.00006705684,0.9790541,0.01724604],"study_design_scores_gemma":[0.0008619128,0.0000704033,0.004020906,0.001712165,0.0000347098,0.00008250027,0.0003197209,0.000002453909,0.00002427939,0.0001997541,0.991918,0.0007531927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001768218,0.006075765,0.0000126535,0.002922764,0.003449591,0.0008310195,0.001338255,0.0002881646,0.9833136],"genre_scores_gemma":[0.005546044,0.0004624373,0.001569507,0.0002697646,0.001889829,0.0002236318,0.0001273672,0.001125469,0.9887859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01649285,"threshold_uncertainty_score":0.9996216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405109014434429,"score_gpt":0.3623998080353508,"score_spread":0.3383487178910065,"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."}}