{"id":"W3106748515","doi":"10.13169/prometheus.36.3.0217","title":"Embedded research in rehabilitation engineering","year":2020,"lang":"en","type":"article","venue":"Prometheus","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Contextualization; Context (archaeology); Knowledge management; Product (mathematics); Process (computing); Embedding; Computer science; Engineering ethics; Engineering; Artificial intelligence; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01659874,0.0005858411,0.000494561,0.004735108,0.005147942,0.01238344,0.001665704,0.003128066,0.00535982],"category_scores_gemma":[0.01908903,0.0004449178,0.0005044626,0.003499838,0.03511104,0.01245873,0.009298922,0.00274543,0.0006274951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0059318,"about_ca_system_score_gemma":0.006525268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029804,"about_ca_topic_score_gemma":0.001621258,"domain_scores_codex":[0.9759485,0.02013656,0.0006182588,0.0009966741,0.001635061,0.0006649828],"domain_scores_gemma":[0.9581158,0.03416842,0.002455047,0.00307024,0.001190097,0.001000355],"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":[0.00001962663,0.0001028632,0.001448138,0.0003989815,0.0000200982,0.0006237033,0.05418082,0.001387055,0.0003046799,0.8962745,0.0008126696,0.0444269],"study_design_scores_gemma":[0.00002690946,0.0001255926,0.001828653,0.001654948,0.00001862386,0.0009820139,0.06780977,0.003246002,0.0008205326,0.8344823,0.08897062,0.00003392183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1831473,0.03137011,0.299149,0.04376457,0.0008789418,0.0006268902,0.00006498783,0.0002521033,0.4407462],"genre_scores_gemma":[0.9440396,0.005056832,0.03852188,0.001453434,0.0001397525,0.0003954454,0.00001518535,0.00005393882,0.01032385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9948521,"threshold_uncertainty_score":0.08778363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033104057341643,"score_gpt":0.3106907765102968,"score_spread":0.2073803707761324,"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."}}