{"id":"W1533807810","doi":"10.24452/sjer.28.3.4731","title":"PISA-Ergebnisse für verschiedene AkteurInnen im Bildungswesen: Wege zu einem hohen Leistungsniveau bei gleichzeitig geringer Ungleichheit der Bildungschancen","year":2006,"lang":"de","type":"article","venue":"Swiss Journal of Educational Research","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009880108,0.0005886327,0.0009062533,0.002248036,0.002148364,0.0007800996,0.002571641,0.0006877113,0.004478143],"category_scores_gemma":[0.007631494,0.0005478866,0.0005454578,0.003797058,0.002461547,0.001021605,0.0004544641,0.0026919,0.0008415157],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253325,"about_ca_system_score_gemma":0.007306961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00576211,"about_ca_topic_score_gemma":0.0009557629,"domain_scores_codex":[0.9894848,0.002040361,0.001775403,0.0008904863,0.003903284,0.001905663],"domain_scores_gemma":[0.9870389,0.00527788,0.001195562,0.0008564233,0.004828793,0.0008024492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007774044,0.0052377,0.08492054,0.0004811769,0.001524116,0.0001352533,0.00997217,0.0002160895,0.009711127,0.5146776,0.3608768,0.01147003],"study_design_scores_gemma":[0.001565468,0.00089984,0.1150674,0.0008326253,0.0003602479,0.00007143648,0.01920055,0.00002825828,0.005989731,0.1522747,0.7024713,0.001238453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6659274,0.1005566,0.000145387,0.1950786,0.008533183,0.00123497,0.00008223369,0.00006467755,0.02837696],"genre_scores_gemma":[0.938123,0.01399878,0.01286678,0.0001736721,0.01377516,0.00009385979,0.0000506473,0.0001264396,0.02079164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3624029,"threshold_uncertainty_score":0.9999365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011415776928914,"score_gpt":0.468975833434113,"score_spread":0.3678342557412216,"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."}}