{"id":"W7116705671","doi":"10.1108/jkm-06-2025-0797","title":"Tune up! Knowledge integration in a fast-growing organization","year":2025,"lang":"en","type":"article","venue":"Journal of Knowledge Management","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Temporality; Grounded theory; Data collection; Body of knowledge; Hospitality; Period (music); Focus group","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005680709,0.0003556483,0.0002934979,0.003060626,0.01521391,0.01145981,0.001761056,0.001081582,0.002740065],"category_scores_gemma":[0.01029032,0.0002810323,0.0003317492,0.003483227,0.006483633,0.005318967,0.008674481,0.001755994,0.0004313732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03270334,"about_ca_system_score_gemma":0.07336634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5219371,"about_ca_topic_score_gemma":0.6263756,"domain_scores_codex":[0.9947658,0.0009597248,0.0001629316,0.0005056635,0.001661761,0.001944179],"domain_scores_gemma":[0.9869982,0.002911102,0.001812789,0.0007517831,0.003203476,0.004322625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002446499,0.0007382768,0.2500428,0.0005194703,0.00009118066,0.005407902,0.3669761,0.002349373,0.004736681,0.0402008,0.007505645,0.3211872],"study_design_scores_gemma":[0.0000315709,0.0003875151,0.2392814,0.0004074113,0.00005446698,0.0009786611,0.6560344,0.003443902,0.001385073,0.01219937,0.08568242,0.000113804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604463,0.0005005531,0.002239342,0.003590496,0.0000320623,0.0001553268,0.00007043964,0.00007543281,0.03289001],"genre_scores_gemma":[0.9927346,0.0002752199,0.003458318,0.0002616036,0.00000774259,0.0000290654,0.00007643754,0.00001028204,0.003146705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5219371,"threshold_uncertainty_score":0.9617567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550730724098771,"score_gpt":0.3407546016154748,"score_spread":0.3252472943744871,"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."}}