{"id":"W3159373425","doi":"10.24908/iqurcp.7641","title":"Assistive Seatbelt Device","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buckle; Assistive device; Computer science; Simple (philosophy); Engineering; Physical medicine and rehabilitation; Medicine; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001163926,0.0002594224,0.0002860341,0.0002675865,0.001050398,0.00130898,0.001046958,0.0001876155,0.00002840212],"category_scores_gemma":[0.0007733466,0.0002421254,0.00007932855,0.0002277131,0.001074091,0.0007213635,0.0003383828,0.000833487,0.0002646202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163374,"about_ca_system_score_gemma":0.0001738948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007809071,"about_ca_topic_score_gemma":0.00001482817,"domain_scores_codex":[0.997471,0.0000331679,0.000324817,0.0004455636,0.0008878729,0.0008375152],"domain_scores_gemma":[0.9972417,0.0001608123,0.00008570778,0.0004673899,0.001722089,0.0003222789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001322346,0.000355235,0.04584494,0.002118368,0.0005224787,0.0000767547,0.01080996,0.0008366448,0.03049101,0.7861457,0.05761471,0.06505191],"study_design_scores_gemma":[0.003412972,0.001202871,0.1287849,0.001984164,0.0001042319,0.00005888391,0.009388665,0.1770664,0.03529963,0.5511488,0.08825137,0.003297144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6380373,0.0004591464,0.01960652,0.0884129,0.002301101,0.002651069,0.00004937781,0.001832889,0.2466497],"genre_scores_gemma":[0.9961407,0.0005352089,0.001732445,0.00002810647,0.0002127864,0.00009977684,0.000004957253,0.00005922512,0.001186824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3581034,"threshold_uncertainty_score":0.9997278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106944515712932,"score_gpt":0.3754294798465191,"score_spread":0.2684849641335871,"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."}}