{"id":"W2072694868","doi":"10.1080/10400435.2007.10131880","title":"Toward Development of Effective Custom Child Restraint Systems in Motor Vehicles","year":2007,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Crashworthiness; Crash; Engineering; Frame (networking); Human factors and ergonomics; Poison control; Computer science; Medicine; Medical emergency; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0023543,0.0006856609,0.0002377545,0.0009045778,0.000419053,0.0007615279,0.001818656,0.0004983178,0.002020317],"category_scores_gemma":[0.004079717,0.0004604325,0.0003723318,0.000487936,0.0004272879,0.001501774,0.0009635257,0.0004635444,0.0006278337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009329142,"about_ca_system_score_gemma":0.00202139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006141767,"about_ca_topic_score_gemma":0.01428622,"domain_scores_codex":[0.9987324,0.0003466554,0.0001222454,0.0001557492,0.0005423148,0.0001006405],"domain_scores_gemma":[0.9973382,0.0002789788,0.0005144347,0.0003034109,0.00141068,0.0001542637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001489796,0.00166602,0.04644078,0.001671942,0.00009850025,0.0008121359,0.002463855,0.01332267,0.3124897,0.009689507,0.005414492,0.6057815],"study_design_scores_gemma":[0.0002504522,0.009551696,0.1391673,0.001753241,0.0004744366,0.002996959,0.008837898,0.05035069,0.4976093,0.004893967,0.2838432,0.0002708716],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5959312,0.002402039,0.3795695,0.001291358,0.0001206806,0.00173191,0.0002037902,0.001313712,0.01743577],"genre_scores_gemma":[0.3489604,0.003044795,0.6419493,0.0001967886,0.00003041232,0.0005410133,0.0003668228,0.0001592872,0.004751278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006141767,"threshold_uncertainty_score":0.01245087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007177776754806086,"score_gpt":0.2134818833594052,"score_spread":0.2063041066045991,"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."}}