{"id":"W2600178819","doi":"","title":"The International Baccalaureate: Guidance Counselling, Predictions and the Middle Years Programme","year":2016,"lang":"en","type":"article","venue":"International schools journal","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Set (abstract data type); Mathematics education; Medical education; Psychology; Pedagogy; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001423046,0.00007539734,0.00006245755,0.00003142961,0.0009221497,0.0009420369,0.0007050459,0.00004826648,0.0003588591],"category_scores_gemma":[0.00148818,0.00003407626,0.00008186809,0.00007753651,0.0004558167,0.0003767484,0.00003154975,0.0002179323,0.0000895962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162967,"about_ca_system_score_gemma":0.0001430224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003693813,"about_ca_topic_score_gemma":0.000497472,"domain_scores_codex":[0.9985504,0.0001440097,0.0002588963,0.000122409,0.0006954367,0.0002288187],"domain_scores_gemma":[0.9986048,0.0002812064,0.0001785558,0.00008701184,0.0006858935,0.0001625814],"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":[0.0003960644,0.0001642503,0.0125183,0.000001516071,0.0005939822,0.00001732393,0.03665832,0.00003048978,0.0003389615,0.4639204,0.3801906,0.1051698],"study_design_scores_gemma":[0.0009566974,0.000006791373,0.006030391,0.00004548707,0.00001057156,0.0000610869,0.004110602,0.00005445227,0.000007136286,0.006887269,0.9817677,0.00006182397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2703779,0.001966571,0.00123081,0.6627902,0.01948895,0.0006193666,0.00004793048,0.0001220931,0.04335614],"genre_scores_gemma":[0.9697083,0.007804888,0.0003511283,0.0008601727,0.002181202,0.00003964669,0.00000239323,0.000006718998,0.01904554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6993304,"threshold_uncertainty_score":0.9084083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518492565460657,"score_gpt":0.3209998052905793,"score_spread":0.2858148796359727,"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."}}