{"id":"W2092460957","doi":"10.1145/1835980.1835985","title":"A conceptual model for dimensions impacting employees' participation in enterprise social tagging","year":2010,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Conceptualization; Conceptual model; Knowledge management; Key (lock); Conceptual framework; Computer science; Sociology; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005910785,0.00006170329,0.00009093432,0.00007125957,0.0005412385,0.0000727336,0.0001038079,0.00005966326,0.0001038995],"category_scores_gemma":[0.0003332573,0.00006188055,0.0000511302,0.0001241902,0.00009157817,0.0002638119,0.00004986523,0.000110944,0.00001105298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003974466,"about_ca_system_score_gemma":0.00005135303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003612303,"about_ca_topic_score_gemma":0.018501,"domain_scores_codex":[0.9992254,0.00003185194,0.0001532281,0.0001424492,0.0001237449,0.0003232738],"domain_scores_gemma":[0.9996849,0.0001138614,0.00004415823,0.00005417906,0.00004557816,0.00005731777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003273927,0.0002068449,0.049573,0.000008319741,0.00001656047,0.000001149092,0.3139868,0.0003795288,0.003258174,0.6217006,0.002217569,0.008618692],"study_design_scores_gemma":[0.002058941,0.00005386936,0.007517884,0.00003403423,0.00005987106,7.586381e-8,0.05997422,0.8980611,0.0004123114,0.01546689,0.01571514,0.0006456516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95311,0.000002860276,0.00949994,0.0005624172,0.000229983,0.0003004701,0.000001367769,0.00008733704,0.03620566],"genre_scores_gemma":[0.9964399,0.000001123477,0.001152977,0.0001032075,0.0002083097,0.00005521936,0.000002703714,0.000007814885,0.002028721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8976816,"threshold_uncertainty_score":0.9994088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.072722297742057,"score_gpt":0.3943782830237005,"score_spread":0.3216559852816435,"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."}}