{"id":"W2927450308","doi":"10.1111/caim.12310","title":"Living labs: From scattered initiatives to a global movement","year":2019,"lang":"en","type":"article","venue":"Creativity and Innovation Management","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Nokia","keywords":"Living lab; Assisted living; Multinational corporation; Movement (music); Living room; Standard of living; Sociology; Political science; Engineering; Gerontology; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0100649,0.0003470531,0.0003294092,0.003840088,0.004733131,0.0104155,0.001011538,0.001942749,0.005931699],"category_scores_gemma":[0.008977076,0.0002510881,0.0004021767,0.005620801,0.01052591,0.01356742,0.01116985,0.003429845,0.0005867323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590598,"about_ca_system_score_gemma":0.004499437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033379,"about_ca_topic_score_gemma":0.002018594,"domain_scores_codex":[0.9921045,0.00453583,0.0002686674,0.0007659423,0.001448735,0.0008762336],"domain_scores_gemma":[0.9830361,0.01167458,0.00129154,0.0008741485,0.001508335,0.001615361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001094602,0.0001216658,0.008693935,0.001322303,0.00003265652,0.002351399,0.1975762,0.0004381769,0.00212601,0.4983023,0.01575009,0.2731758],"study_design_scores_gemma":[0.00002312228,0.0001615188,0.00916864,0.001879333,0.0000304865,0.001256769,0.2927633,0.000311281,0.0009952872,0.0370892,0.6562685,0.00005261359],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5360271,0.04399697,0.02297705,0.06635571,0.001157842,0.0002309264,0.0001291806,0.0003948759,0.3287304],"genre_scores_gemma":[0.9688494,0.01223275,0.003087038,0.005192512,0.0003412063,0.0001261698,0.00009722869,0.0001443442,0.009929435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104155,"threshold_uncertainty_score":0.05322891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252846193485319,"score_gpt":0.2508038557419169,"score_spread":0.2282753938070637,"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."}}