{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002935312,0.0008524242,0.0003467936,0.0003511918,0.0006808258,0.001261466,0.001267637,0.0019607,0.0512486],"category_scores_gemma":[0.00135691,0.0005281083,0.0008092036,0.0002418945,0.0006895097,0.001443907,0.002149097,0.001139701,0.007046051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005642631,"about_ca_system_score_gemma":0.0006367544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004652773,"about_ca_topic_score_gemma":0.005801943,"domain_scores_codex":[0.9997721,0.00007701216,0.00001155822,0.00003837277,0.00007818025,0.00002276857],"domain_scores_gemma":[0.999687,0.0001264036,0.00001470048,0.00004427486,0.00005892131,0.00006890268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001530438,0.0004875031,0.008881637,0.001222015,0.00016689,0.010293,0.009110453,0.1233251,0.03724201,0.1522309,0.4449488,0.2105613],"study_design_scores_gemma":[0.0001782801,0.0003379461,0.00214596,0.0002633312,0.0000777306,0.004857237,0.001308502,0.09878362,0.00530214,0.01844176,0.8681473,0.0001561704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09411197,0.002161755,0.5819874,0.01322997,0.002044993,0.0008581383,0.007452248,0.01080277,0.2873508],"genre_scores_gemma":[0.4709897,0.00259756,0.3274745,0.001955394,0.00021556,0.001102381,0.004642965,0.002368,0.188654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0512486,"threshold_uncertainty_score":0.1714437,"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."}}