{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01313674,0.0003188976,0.0003179589,0.001822837,0.004632083,0.008677738,0.002072197,0.00400327,0.01260859],"category_scores_gemma":[0.04679899,0.0003049152,0.0002740679,0.002148347,0.00546614,0.005705653,0.007351604,0.005624163,0.002271634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006711853,"about_ca_system_score_gemma":0.01299903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384537,"about_ca_topic_score_gemma":0.03857204,"domain_scores_codex":[0.9892277,0.00649265,0.0002220366,0.0003804495,0.002442409,0.001234744],"domain_scores_gemma":[0.9779869,0.0105359,0.001622855,0.0005629618,0.002213362,0.007078083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001379648,0.0009790371,0.04236149,0.0002324255,0.00002509848,0.0007326163,0.0413732,0.0008650105,0.0001739506,0.2195785,0.1911027,0.5024379],"study_design_scores_gemma":[0.00004682849,0.0005814712,0.1031611,0.003770074,0.00003819057,0.0007114998,0.1106346,0.003079073,0.0007617556,0.1678018,0.6091045,0.0003090858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1114255,0.01718802,0.01306852,0.4366596,0.002684461,0.0002419122,0.0003120803,0.0005243989,0.4178956],"genre_scores_gemma":[0.9104446,0.01034919,0.009932235,0.02333329,0.000766749,0.0002699691,0.0002692767,0.0001326871,0.04450203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02384537,"threshold_uncertainty_score":0.06947452,"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."}}