{"id":"W2143952996","doi":"10.1287/orsc.1100.0614","title":"Knowledge Collaboration in Online Communities","year":2011,"lang":"en","type":"article","venue":"Organization Science","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1022,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Generative grammar; Knowledge management; Scope (computer science); Sociology; Resource (disambiguation); Identity (music); Organizational learning; Public relations; Online community; Political science; Computer 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":[0.007031741,0.0003421634,0.0004903026,0.002746768,0.007455179,0.007224069,0.001412564,0.003387088,0.008027372],"category_scores_gemma":[0.02451513,0.0004817023,0.000726519,0.002167607,0.007968668,0.01448032,0.01089994,0.001325058,0.0009303582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211393,"about_ca_system_score_gemma":0.002937051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062237,"about_ca_topic_score_gemma":0.001380204,"domain_scores_codex":[0.9871817,0.008743445,0.0004085511,0.001226189,0.001662667,0.0007774097],"domain_scores_gemma":[0.9804794,0.01230803,0.001848936,0.002182486,0.001493518,0.001687665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005088842,0.00008371907,0.002875461,0.0001758973,0.00002828181,0.0004925887,0.01796749,0.003225464,0.0006449433,0.9413885,0.001828585,0.03123821],"study_design_scores_gemma":[0.00005175362,0.00006719821,0.001197815,0.000152166,0.00002607955,0.0004185642,0.008233565,0.01439804,0.0005386965,0.9217903,0.05309444,0.00003131973],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3677622,0.003630973,0.2833157,0.01257254,0.0003524504,0.0005153947,0.0001627372,0.0004029656,0.3312851],"genre_scores_gemma":[0.9679301,0.0005690311,0.02251867,0.0002775413,0.0001135501,0.0002197053,0.00006781358,0.00003380375,0.00826971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008027372,"threshold_uncertainty_score":0.03718781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08015043130400824,"score_gpt":0.3525837457897183,"score_spread":0.2724333144857101,"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."}}