{"id":"W173838320","doi":"","title":"New directions in online community research","year":2010,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Online community; Computer science; Social media; Online participation; Diversity (politics); Data science; Ask price; Online discussion; World Wide Web; Internet privacy; The Internet; Sociology; Business","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":[0.04863728,0.001225723,0.003145233,0.009534262,0.005433959,0.01422764,0.006224748,0.01482906,0.02557818],"category_scores_gemma":[0.04436567,0.0009506964,0.002312553,0.009963254,0.02758271,0.08795,0.01096539,0.01312368,0.003795234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006339835,"about_ca_system_score_gemma":0.007755302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007218,"about_ca_topic_score_gemma":0.003239753,"domain_scores_codex":[0.9773111,0.01488335,0.0006342261,0.002053515,0.003829001,0.001288771],"domain_scores_gemma":[0.8121278,0.1513318,0.003375439,0.009692922,0.01359709,0.009874902],"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":[0.0000983503,0.0002230331,0.001178416,0.001095073,0.00004194299,0.0001263705,0.003545987,0.0003579507,0.0001013286,0.8858745,0.03202222,0.07533471],"study_design_scores_gemma":[0.00005127571,0.00004633559,0.0004025209,0.001076761,0.00001679435,0.0001254013,0.005946822,0.001211788,0.00005471608,0.8799629,0.1110649,0.00003985128],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007881069,0.2832039,0.0382323,0.6011688,0.01137011,0.0001382836,0.0002542717,0.0002380815,0.05751332],"genre_scores_gemma":[0.2967632,0.4360151,0.08658224,0.09522096,0.06087363,0.001598428,0.0008707079,0.00035132,0.02172448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04863728,"threshold_uncertainty_score":0.2572216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2139665974897534,"score_gpt":0.4470283669049631,"score_spread":0.2330617694152097,"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."}}