{"id":"W4211073937","doi":"10.22215/timreview740","title":"Coordination and Participation in Living Lab Networks","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Living lab; Business; Assisted living; Knowledge management; Process management; Industrial organization; Marketing; Computer science; Human–computer interaction","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":[],"consensus_categories":[],"category_scores_codex":[0.001043109,0.0001645753,0.0002439281,0.001309353,0.0001381812,0.00006082717,0.0002045377,0.0001742705,0.0002024194],"category_scores_gemma":[0.0002093524,0.0001646283,0.00001383658,0.006199805,0.0001368271,0.0007456621,0.0003932711,0.000247683,0.0001411087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006002763,"about_ca_system_score_gemma":0.000004405651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002387078,"about_ca_topic_score_gemma":0.000009769281,"domain_scores_codex":[0.9987268,0.00001493187,0.0005748619,0.0002950403,0.000122349,0.0002659459],"domain_scores_gemma":[0.9991665,0.00001716367,0.0003166286,0.0002102602,0.0002867353,0.000002696385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[5.661336e-7,0.00004242874,0.04050508,0.0005179733,0.00001736497,0.000001602281,0.00000602931,0.000002721941,0.00001326378,0.7783681,0.004565154,0.1759597],"study_design_scores_gemma":[0.0009736833,0.00002982734,0.5594341,0.004581093,0.0001421033,0.000003964861,0.0007694118,0.01017235,0.00004001417,0.2739611,0.148733,0.001159425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7829516,0.009375059,0.02846945,0.08137129,0.0006580811,0.007344425,4.716639e-7,0.002179805,0.08764986],"genre_scores_gemma":[0.9891956,0.001443831,0.001255159,0.006781124,0.00005066237,0.0009187934,0.000034073,0.00001553876,0.0003052267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.518929,"threshold_uncertainty_score":0.6713347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939648732704615,"score_gpt":0.2666574937296933,"score_spread":0.2472610064026471,"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."}}