{"id":"W2793958727","doi":"10.4018/ijkm.2018010102","title":"Social-Media-Based Knowledge Sharing","year":2018,"lang":"en","type":"article","venue":"International Journal of Knowledge Management","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Knowledge sharing; Social media; Knowledge management; Personalization; Scope (computer science); Socialization; Context (archaeology); Key (lock); Dimension (graph theory); Sociology; Public relations; Computer science; Political science; World Wide Web; Social science","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":[0.006486471,0.0003675,0.0003747359,0.00381465,0.005122281,0.008520478,0.00172543,0.001712595,0.005879146],"category_scores_gemma":[0.01428405,0.0002281194,0.0005376614,0.004325171,0.007830161,0.01176608,0.01082391,0.001155904,0.0006786379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736816,"about_ca_system_score_gemma":0.002121594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009439888,"about_ca_topic_score_gemma":0.001234127,"domain_scores_codex":[0.9844359,0.009419576,0.0004875865,0.0008846944,0.003815443,0.000956737],"domain_scores_gemma":[0.9775971,0.01544563,0.002339728,0.002620774,0.00113277,0.0008640231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001185835,0.0002760564,0.03550824,0.001403437,0.000234605,0.00363902,0.4311058,0.001386492,0.005501362,0.2568383,0.006947241,0.2570409],"study_design_scores_gemma":[0.00002582426,0.00029352,0.01942047,0.001158935,0.00009301609,0.003319513,0.456567,0.003805321,0.004058572,0.1159213,0.3952219,0.0001146138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6966131,0.002786644,0.02736773,0.007869696,0.0002477828,0.0002720806,0.0002019888,0.0001374602,0.2645035],"genre_scores_gemma":[0.9916744,0.0006344899,0.002274945,0.0002180257,0.00008176246,0.00007228116,0.00005626004,0.00002109848,0.004966713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008520478,"threshold_uncertainty_score":0.03430414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05830081786752487,"score_gpt":0.3736994762254545,"score_spread":0.3153986583579296,"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."}}