{"id":"W4313522012","doi":"10.1177/16094069221149871","title":"Reflections From Implementing a Virtual Social Innovation Lab","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bricolage; The Internet; Computer science; Focus group; Multimedia; World Wide Web; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05103083,0.001567201,0.0009797786,0.001439401,0.01448594,0.009741512,0.004833854,0.005978876,0.00593499],"category_scores_gemma":[0.07405399,0.001430642,0.001535483,0.001047322,0.01682047,0.006967962,0.01452399,0.01057244,0.002293575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008736534,"about_ca_system_score_gemma":0.008352334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413672,"about_ca_topic_score_gemma":0.006092897,"domain_scores_codex":[0.8934464,0.09257763,0.001607215,0.002367038,0.004365352,0.005636384],"domain_scores_gemma":[0.9065731,0.06658445,0.002399371,0.004706999,0.0105344,0.009201647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004073478,0.0006762929,0.002284842,0.000747503,0.00004344694,0.005219713,0.9226114,0.0009434668,0.005030337,0.00932536,0.01169304,0.04101731],"study_design_scores_gemma":[0.00005871359,0.0006647275,0.001010733,0.0005891965,0.00003003494,0.0009242047,0.8556314,0.0005069305,0.003850695,0.003823659,0.1327945,0.0001151619],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7683389,0.002327995,0.04304123,0.09815064,0.003968262,0.002160664,0.0006803467,0.0007090599,0.0806228],"genre_scores_gemma":[0.9395007,0.001514279,0.01672893,0.01409166,0.0004071841,0.001631209,0.0001847684,0.0004881533,0.02545311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05103083,"threshold_uncertainty_score":0.2698801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5828963519632581,"score_gpt":0.6032020932272356,"score_spread":0.02030574126397755,"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."}}