{"id":"W4391842043","doi":"10.3389/frym.2024.1254326","title":"Meet Athena: A Realistic Computer Model of a Child","year":2024,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004416222,0.0001395649,0.0002068559,0.0001737464,0.0001295937,0.000185107,0.0005442062,0.00007374866,7.39904e-7],"category_scores_gemma":[0.00002793532,0.0001258818,0.0001704261,0.0002098099,0.00004787686,0.0001966069,0.00009815134,0.0001661929,0.000002947207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004403832,"about_ca_system_score_gemma":0.00005953838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002782626,"about_ca_topic_score_gemma":0.000003518429,"domain_scores_codex":[0.9988899,0.00003385355,0.0002141136,0.000383307,0.0001888047,0.0002900339],"domain_scores_gemma":[0.9994366,0.00004370871,0.00005711476,0.0003564571,0.00003834488,0.00006776294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002825113,0.0001088929,0.0003632256,0.0003394414,0.0002490174,0.0000176695,0.01837014,0.02808746,0.00004348162,0.1446439,0.2046382,0.6031104],"study_design_scores_gemma":[0.0001634951,0.0001111966,0.00003034405,0.0001119814,0.00002903841,0.00001783191,0.00002648218,0.9381331,0.0000271887,0.002224175,0.05897836,0.0001467581],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009540273,0.0008121444,0.9947817,0.000813739,0.001564516,0.0001618482,0.00001500495,0.0003063507,0.0005906976],"genre_scores_gemma":[0.3978127,0.000003326191,0.6007436,0.00006381002,0.0001572396,0.00002881319,0.00001142763,0.000021342,0.001157789],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9100457,"threshold_uncertainty_score":0.5133312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362300784643368,"score_gpt":0.2412280532146335,"score_spread":0.2276050453681999,"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."}}