{"id":"W4395077484","doi":"10.35898/ghmj-32547","title":"Teach your children well","year":2019,"lang":"en","type":"article","venue":"GHMJ (Global Health Management Journal)","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Mathematics education","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":[0.001419517,0.0003751756,0.00032134,0.0005640016,0.003287895,0.002273752,0.0005396125,0.002845578,0.05790475],"category_scores_gemma":[0.005149216,0.0001993452,0.0003286576,0.0003362919,0.001573931,0.003046735,0.002894695,0.004890852,0.01400723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467394,"about_ca_system_score_gemma":0.003475556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781817,"about_ca_topic_score_gemma":0.02061609,"domain_scores_codex":[0.9990595,0.000328761,0.00002652601,0.00009555008,0.0002418924,0.0002477419],"domain_scores_gemma":[0.9976898,0.0003253703,0.0001759569,0.00007766932,0.0003548175,0.001376397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001706125,0.0002006065,0.003315353,0.0002139875,0.000007995218,0.0006847515,0.01453181,0.00002213421,0.0004381452,0.01210611,0.8712941,0.09716787],"study_design_scores_gemma":[0.000005582996,0.00003891285,0.001549949,0.0002728221,0.000004182165,0.000579303,0.01007986,0.000005939646,0.00007961041,0.001387245,0.9859907,0.000005936639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01756196,0.03320189,0.001563866,0.6205735,0.02473276,0.0001143521,0.0002588933,0.0002801754,0.3017125],"genre_scores_gemma":[0.1228238,0.06224463,0.005764906,0.2928896,0.006517006,0.0002854207,0.0002327792,0.0001790634,0.5090628],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05790475,"threshold_uncertainty_score":0.1937107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764089654403703,"score_gpt":0.4125450389942193,"score_spread":0.3849041424501823,"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."}}