{"id":"W2058518083","doi":"10.1002/tea.20333","title":"PISA 2006: An assessment of scientific literacy","year":2009,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":313,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of New Brunswick","funders":"","keywords":"Scientific literacy; Mathematics education; Test (biology); Literacy; Psychology; Reading (process); Science education; Scale (ratio); Achievement test; Pedagogy; Medical education; Standardized test; Medicine; Political science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003282005,0.0006779126,0.000758494,0.00538239,0.0008588741,0.001550767,0.0009144237,0.0006863915,0.009909955],"category_scores_gemma":[0.01145906,0.0003649543,0.0008943651,0.002500189,0.0004431139,0.001516833,0.002541027,0.001711715,0.002972173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207491,"about_ca_system_score_gemma":0.001846318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009302886,"about_ca_topic_score_gemma":0.00121214,"domain_scores_codex":[0.9972751,0.0006095048,0.0004210589,0.000207211,0.001341235,0.00014595],"domain_scores_gemma":[0.9936888,0.001093384,0.001344541,0.0004335616,0.002675354,0.0007645263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001855302,0.004933325,0.4782403,0.0009024127,0.000268277,0.0007270617,0.002513362,0.003529196,0.006192514,0.004680921,0.08317205,0.4129853],"study_design_scores_gemma":[0.0002508345,0.002819843,0.9175895,0.0002833234,0.0001021365,0.001868792,0.001093116,0.006237099,0.007509622,0.003781798,0.05835827,0.0001056356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228866,0.0009227064,0.01676896,0.001576078,0.0004165577,0.005186083,0.0206723,0.002038184,0.1295325],"genre_scores_gemma":[0.8819587,0.001486426,0.05239109,0.0004993058,0.0001494027,0.008773362,0.02103188,0.0002414269,0.03346835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009909955,"threshold_uncertainty_score":0.0331521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2878043853163388,"score_gpt":0.6688702908396115,"score_spread":0.3810659055232727,"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."}}