{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004210733,0.0003286823,0.000224179,0.0005435546,0.001437581,0.002601294,0.001208209,0.00077219,0.02030315],"category_scores_gemma":[0.01160107,0.0001273137,0.0002057083,0.0004848925,0.001433043,0.002111007,0.003211077,0.0005163956,0.002512137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298646,"about_ca_system_score_gemma":0.001373134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853927,"about_ca_topic_score_gemma":0.001656161,"domain_scores_codex":[0.9933595,0.004772808,0.0001448089,0.0007005037,0.0005522177,0.0004701653],"domain_scores_gemma":[0.9874049,0.005696899,0.002071497,0.001290149,0.001001668,0.002534827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001984054,0.002263281,0.05616174,0.001216505,0.0001445439,0.001264934,0.03897293,0.02150233,0.01008122,0.2027171,0.03796636,0.625725],"study_design_scores_gemma":[0.0004673664,0.002309301,0.1066202,0.001012113,0.0001564123,0.00159314,0.0602106,0.05008654,0.01109964,0.3602041,0.4060463,0.0001942121],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315253,0.002231574,0.1014646,0.005480001,0.0003224548,0.0005880579,0.0006245372,0.000776687,0.2569868],"genre_scores_gemma":[0.9815665,0.0003457357,0.006814012,0.0001516437,0.00005158678,0.000269909,0.0002167535,0.00003318353,0.01055066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02030315,"threshold_uncertainty_score":0.06792086,"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."}}