{"id":"W7027471429","doi":"","title":"A cross-cultural comparison of the effect of human and physical resources on students’ scientific literacy skills in the Programme for International Student Assessment (PISA) 2006","year":2019,"lang":"en","type":"other","venue":"OpenMETU (Middle East Technical University)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scientific literacy; Literacy; Attendance; Data collection; Scientific reasoning; Rank (graph theory)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001563441,0.0002061878,0.0003222543,0.001242297,0.0006064938,0.0008544347,0.0002415546,0.0002433423,0.001228121],"category_scores_gemma":[0.003158133,0.0001574227,0.0004693067,0.001463692,0.000563794,0.0003426062,0.0007749437,0.0004097869,0.0002512438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000618568,"about_ca_system_score_gemma":0.0007759946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02379587,"about_ca_topic_score_gemma":0.05281005,"domain_scores_codex":[0.9988936,0.0002910608,0.0001095596,0.000168973,0.0003859281,0.0001509068],"domain_scores_gemma":[0.9967624,0.001052191,0.0006757842,0.000290444,0.0007452951,0.0004739793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007800821,0.00009408708,0.9898722,0.00001735525,0.00009239107,0.00005182165,0.002867013,0.00005450808,0.000333589,0.00006214034,0.0001278494,0.006349037],"study_design_scores_gemma":[0.000001303371,0.00006569247,0.9978693,0.00000526463,0.00001092127,0.00002851748,0.001641217,0.00003420483,0.0001073467,0.000008030067,0.0002255128,0.000002655263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993415,0.00003878555,0.00002985638,0.000009498329,0.000002876606,0.000004029509,0.00007559585,6.810348e-7,0.0004971052],"genre_scores_gemma":[0.9993844,0.00005022325,0.000074706,0.000007496554,0.000001412079,0.000009969963,0.0001849648,0.000001316327,0.0002854996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02379587,"threshold_uncertainty_score":0.0473147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900454413519838,"score_gpt":0.3438150726941785,"score_spread":0.3048105285589802,"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."}}