{"id":"W2913160554","doi":"10.33137/cpoj.v1i2.32048","title":"Adjustable Liners and Sockets for Prosthetic Devices","year":2018,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering; Mechanical engineering; Biomedical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002803806,0.0001827077,0.00019881,0.0001875869,0.0002554762,0.0002895397,0.0001424826,0.0001087479,0.00008441481],"category_scores_gemma":[0.00004902484,0.0001709173,0.00004628939,0.0001258099,0.00009269463,0.0001064268,0.00001044424,0.0001658249,0.00001424674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070238,"about_ca_system_score_gemma":0.0002763986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405403,"about_ca_topic_score_gemma":0.005770335,"domain_scores_codex":[0.9988494,0.00001289744,0.0002746366,0.0001385354,0.0001132788,0.0006112357],"domain_scores_gemma":[0.9990081,0.00002063141,0.00005487632,0.0001294365,0.0001932259,0.0005937694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002164694,0.0001795961,0.01694896,0.001893605,0.0008824776,0.0004443964,0.01116353,0.002273537,0.01346109,0.02079997,0.1201311,0.8116053],"study_design_scores_gemma":[0.001208567,0.0007172852,0.001169434,0.0001756776,0.0001676254,0.001076608,0.0002916007,0.02258345,0.01161891,0.005149849,0.9548659,0.0009750525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991092,0.001315915,0.00176375,0.0005767549,0.001578417,0.0005498283,0.00008135148,0.00009189858,0.002950082],"genre_scores_gemma":[0.9958957,0.000194353,0.002824916,0.0002808014,0.0004412521,0.00001023631,0.000006229741,0.00006266849,0.0002838058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8347349,"threshold_uncertainty_score":0.6969805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006192873919071398,"score_gpt":0.1975801066454738,"score_spread":0.1913872327264024,"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."}}