{"id":"W2982211222","doi":"10.5204/mcj.1596","title":"Articulating Alternatives: Moving Past a Plug-and-Play Prosthetic Media Model","year":2019,"lang":"en","type":"article","venue":"M/C Journal","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Spark plug; Plug-in; Plug and play; Computer science; Engineering; Mechanical engineering; Programming language; Operating system","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":[0.00272021,0.001598519,0.000544018,0.0009894506,0.001139298,0.007306291,0.003773475,0.002784359,0.03830999],"category_scores_gemma":[0.006268367,0.0007076036,0.0009484654,0.000354334,0.003589734,0.009771679,0.005435335,0.002793216,0.01061237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008087831,"about_ca_system_score_gemma":0.001092855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289458,"about_ca_topic_score_gemma":0.002362751,"domain_scores_codex":[0.9985008,0.0004870472,0.00007444432,0.0002022335,0.0005657042,0.0001697396],"domain_scores_gemma":[0.9982669,0.0007223418,0.00006883722,0.0003264319,0.0003203117,0.0002951601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001716442,0.0007943705,0.002085378,0.001466248,0.000123712,0.001537078,0.008293484,0.01066974,0.02667096,0.3060492,0.04523917,0.5953543],"study_design_scores_gemma":[0.0002764793,0.001401222,0.0007027066,0.00165178,0.0002078648,0.002980417,0.004962707,0.1009952,0.01722772,0.182561,0.6867409,0.0002918388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03973542,0.003809278,0.8037078,0.007084935,0.002827573,0.0004631224,0.0003542771,0.007542729,0.1344748],"genre_scores_gemma":[0.3601321,0.003525756,0.5292328,0.002622034,0.0005759402,0.0007468244,0.0007594856,0.00255948,0.09984564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03830999,"threshold_uncertainty_score":0.1281597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079326272467066,"score_gpt":0.2091876234445043,"score_spread":0.1983943607198336,"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."}}