{"id":"W609745217","doi":"10.25300/misq/2015/39.2.06","title":"Leading Collaboration In Online Communities1","year":2015,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Knowledge management; Online participation; Data science; Computer science; World Wide Web; Public relations; Political science; The Internet","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":[0.005665611,0.0002883523,0.0002541043,0.003033459,0.004518582,0.004201998,0.0007473137,0.001140169,0.005208797],"category_scores_gemma":[0.02468814,0.0003096407,0.0003723975,0.001937846,0.002656629,0.004516674,0.005386805,0.0008806151,0.0008658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204616,"about_ca_system_score_gemma":0.002814381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063967,"about_ca_topic_score_gemma":0.003731137,"domain_scores_codex":[0.9942963,0.003532252,0.0001646644,0.0004893005,0.0008850045,0.0006324589],"domain_scores_gemma":[0.9660374,0.01736733,0.00686194,0.002187121,0.002970867,0.004575281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003346852,0.001625059,0.3645806,0.0007207681,0.0001576699,0.002210391,0.09141863,0.007819023,0.003880899,0.2218092,0.008876323,0.2965668],"study_design_scores_gemma":[0.000276256,0.001088659,0.2207342,0.0007908954,0.0001460695,0.001555218,0.1017459,0.03939559,0.004253185,0.5372799,0.09258351,0.0001507456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817075,0.0005057083,0.03241904,0.002294007,0.00009606496,0.0002528258,0.00009994683,0.0002372985,0.08238769],"genre_scores_gemma":[0.9949132,0.00009012108,0.003477869,0.0000629652,0.00002328215,0.00005838849,0.00003819007,0.000009718116,0.001326252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005665611,"threshold_uncertainty_score":0.02996302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07364300450710311,"score_gpt":0.3639313795423075,"score_spread":0.2902883750352044,"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."}}