{"id":"W2901650694","doi":"10.7202/1052765ar","title":"The Local and Global Knowledge Dynamics through Communities. The Case of Communities of Makers and Social Entrepreneurs in Barcelona","year":2018,"lang":"en","type":"article","venue":"Management international","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marketing buzz; Local community; Dynamics (music); Public relations; Global network; Knowledge management; Business; Economic geography; Political science; Sociology; Geography; Advertising; Engineering; Computer science; Telecommunications","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":[0.004771002,0.0002423597,0.0003164951,0.002069249,0.008009618,0.007624146,0.001509562,0.002429029,0.004151364],"category_scores_gemma":[0.006980392,0.0003855922,0.0003811585,0.001483982,0.01163033,0.004434098,0.009048015,0.001114095,0.0003618772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007524965,"about_ca_system_score_gemma":0.002899999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0362709,"about_ca_topic_score_gemma":0.05960036,"domain_scores_codex":[0.9938676,0.004359846,0.0001265136,0.0005004538,0.0003303285,0.0008152506],"domain_scores_gemma":[0.993542,0.00404146,0.0006896547,0.0004474161,0.0003971344,0.0008823182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005171789,0.0003682034,0.05481562,0.0005283463,0.00007700314,0.01554002,0.5482999,0.004466608,0.001570305,0.2924605,0.004246674,0.07710972],"study_design_scores_gemma":[0.0001835871,0.0002737975,0.04450953,0.0005152177,0.00008123888,0.002599072,0.7301004,0.005511754,0.0005578418,0.08202764,0.133548,0.00009202928],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943747,0.002003743,0.004700641,0.004851106,0.00008793102,0.0001038509,0.00004058008,0.00003842748,0.09379905],"genre_scores_gemma":[0.9954111,0.0001498533,0.000711596,0.00007095573,0.000007891033,0.00001606519,0.00001120216,0.000005235399,0.003616232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0362709,"threshold_uncertainty_score":0.07211959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234493998130938,"score_gpt":0.2708293316700595,"score_spread":0.2484843916887501,"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."}}