{"id":"W7096051178","doi":"","title":"ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENTForeword","year":2013,"lang":"en","type":"article","venue":"","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quarter (Canadian coin); Replicate; International comparisons; Data collection","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001521249,0.00002703593,0.00002995521,0.00001990253,0.0002662379,0.0001114323,0.00003839557,0.00002827953,0.01392395],"category_scores_gemma":[0.00001925259,0.00002691387,0.000005948432,0.000004578255,0.00004267863,0.000326946,0.000005099154,0.00001060294,0.001720476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009873891,"about_ca_system_score_gemma":0.0001596896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000840285,"about_ca_topic_score_gemma":0.0008026488,"domain_scores_codex":[0.9997306,0.00001470629,0.00006817307,0.00007530733,0.00003671056,0.00007442896],"domain_scores_gemma":[0.9998279,0.00006408999,0.00002166355,0.00003070154,0.00001515372,0.00004050124],"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":[0.000002926738,0.00002014639,0.07710807,0.000007901946,0.00001604509,1.747893e-8,0.06299347,0.000004040516,0.0006085806,0.5544081,0.248377,0.05645369],"study_design_scores_gemma":[0.0006471943,0.0000349548,0.1207016,0.000003208658,0.000009358593,3.284745e-7,0.06641348,0.0003475694,0.003125574,0.03078309,0.7776031,0.0003305326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393574,0.00001661531,0.003415036,0.009757045,0.0006263597,0.001118101,0.000002933312,0.00008838053,0.1456181],"genre_scores_gemma":[0.9903296,0.00001799314,0.004055115,0.0003593401,0.0001109643,0.00006594375,0.000009279059,0.000003113649,0.005048685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5292261,"threshold_uncertainty_score":0.9990568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125019086688485,"score_gpt":0.3389908324109377,"score_spread":0.3077406415440528,"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."}}