{"id":"W2784551322","doi":"","title":"Editorial : Innovation in Living Labs","year":2017,"lang":"en","type":"article","venue":"Åbo Akademi University Research Portal","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01077729,0.004193326,0.003929498,0.005139265,0.004377887,0.01090849,0.00495911,0.01906754,0.01828992],"category_scores_gemma":[0.04999806,0.001245001,0.003752355,0.001849237,0.003634814,0.007165197,0.002151206,0.02286355,0.01385756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003606171,"about_ca_system_score_gemma":0.004586332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325907,"about_ca_topic_score_gemma":0.002508863,"domain_scores_codex":[0.990121,0.001750277,0.001273738,0.001375733,0.004735842,0.0007433693],"domain_scores_gemma":[0.9481026,0.01972222,0.00309657,0.001607651,0.02057471,0.006896148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002524874,0.00001143586,0.00001730211,0.0001469648,0.00001253479,0.00006057777,0.00001318002,0.00001528332,0.00002855913,0.0002385128,0.9965334,0.002896984],"study_design_scores_gemma":[0.00005581584,0.00006006829,0.0002705313,0.0004971897,0.00004742847,0.0002385585,0.00007556811,0.00008914949,0.0001206853,0.0008643101,0.9976591,0.00002154823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002968964,0.003742893,0.00006108762,0.03700986,0.958432,0.00001431484,0.00002496461,0.00003341686,0.0006518803],"genre_scores_gemma":[0.0005176902,0.003312043,0.00006936381,0.02407509,0.9663904,0.00002374419,0.00002519019,0.00003261173,0.00555386],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01906754,"threshold_uncertainty_score":0.0611859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07330954051780166,"score_gpt":0.3203494461018733,"score_spread":0.2470399055840717,"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."}}