{"id":"W4293795640","doi":"10.35844/001c.36761","title":"Assembling a Cabinet of Curiousities: Using Participatory Action Research and Constructivist Grounded Theory to Generate Stronger Theorization of Public Sector Innovation Labs","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Research Methods","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grounded theory; Bricolage; Transformative learning; Sociology; Metaphor; Participatory action research; Action research; Framing (construction); Citizen journalism; Epistemology; Qualitative research; Engineering ethics; Knowledge management; Pedagogy; Social science; Computer science; Engineering","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":[0.1228188,0.001248677,0.001228041,0.007509276,0.01696341,0.01905883,0.003399976,0.004282908,0.005428728],"category_scores_gemma":[0.105975,0.001584413,0.001395655,0.003796491,0.06278427,0.02547534,0.02503793,0.007925338,0.0007477472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00993163,"about_ca_system_score_gemma":0.01590258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241776,"about_ca_topic_score_gemma":0.003235715,"domain_scores_codex":[0.8380261,0.1458101,0.001892883,0.004883463,0.00687387,0.002513553],"domain_scores_gemma":[0.8073055,0.1629846,0.004279382,0.0169031,0.006003912,0.002523425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008755388,0.0001663499,0.001361714,0.0006443748,0.00003410677,0.0005325924,0.6825107,0.001561339,0.001754392,0.2640278,0.001918937,0.04540012],"study_design_scores_gemma":[0.0001293061,0.0002976391,0.001033192,0.002492258,0.00005300833,0.0004301532,0.4765451,0.003375335,0.003884247,0.3444794,0.1671549,0.000125442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2398066,0.002362916,0.6198502,0.04403822,0.0008902186,0.005528223,0.0002401096,0.0005000527,0.08678365],"genre_scores_gemma":[0.7667868,0.0008718085,0.2214721,0.002053726,0.00009923012,0.00309085,0.0001063855,0.0002938609,0.00522505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1228188,"threshold_uncertainty_score":0.6495359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8010774967643414,"score_gpt":0.5819473330726238,"score_spread":0.2191301636917176,"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."}}