{"id":"W4376455814","doi":"10.17705/1jais.00802","title":"Living in a Fishbowl or Not: The Role of Transparency and Privacy in Creative Dialogues on Enterprise Social Media","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Toronto Metropolitan University","funders":"","keywords":"Transparency (behavior); Creativity; Social media; Normative; Social capital; Group cohesiveness; Public relations; Sociology; Business; Social psychology; Political science; Psychology; Social science; Law","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":[0.02080226,0.0003598309,0.0003619186,0.002021993,0.003996799,0.008407382,0.0009567104,0.001359529,0.002824436],"category_scores_gemma":[0.07924372,0.0004995615,0.0004489866,0.001383138,0.009620718,0.012385,0.008613092,0.00238678,0.0003062836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710597,"about_ca_system_score_gemma":0.00156925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058732,"about_ca_topic_score_gemma":0.002597372,"domain_scores_codex":[0.9759842,0.01790831,0.0008943437,0.001698806,0.002297035,0.001217353],"domain_scores_gemma":[0.8474267,0.1255112,0.01624939,0.005352099,0.002714263,0.002746509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005841628,0.0003887228,0.1742831,0.0003999293,0.00009911887,0.0007821855,0.7422345,0.0007347609,0.003059865,0.015687,0.0007513895,0.06099524],"study_design_scores_gemma":[0.0001206451,0.0004076744,0.3564318,0.0007073656,0.0001375541,0.001045087,0.568248,0.007433439,0.003698457,0.04359787,0.01792612,0.0002460969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837226,0.000184113,0.00313801,0.001167008,0.00002124639,0.00004440209,0.00004414146,0.00001792963,0.01166048],"genre_scores_gemma":[0.9986219,0.00005083067,0.0007125929,0.0001359381,0.00001377598,0.00002936287,0.00002049628,0.00001268852,0.0004024188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080226,"threshold_uncertainty_score":0.1100142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982667876089701,"score_gpt":0.2888716655004027,"score_spread":0.2490449867395057,"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."}}