{"id":"W4236079778","doi":"10.1007/978-1-4614-6170-8_100150","title":"Virtual Community","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"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":[0.0003680482,0.0005261638,0.0002383903,0.001307389,0.002241385,0.005569217,0.001122379,0.001213013,0.1677158],"category_scores_gemma":[0.001252597,0.0001741894,0.0002411834,0.001758534,0.001040475,0.007067027,0.004053306,0.001106188,0.06320533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253669,"about_ca_system_score_gemma":0.001631447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792201,"about_ca_topic_score_gemma":0.006476959,"domain_scores_codex":[0.9995862,0.00009104572,0.0000104247,0.00007114918,0.0001765767,0.00006473722],"domain_scores_gemma":[0.9996812,0.00004683208,0.00001536329,0.00006859766,0.00008179867,0.0001061733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001626413,0.00005134233,0.0001000756,0.0001000677,0.000002488037,0.00004628866,0.0006790496,0.0001645974,0.0002844093,0.3260116,0.4079697,0.2645741],"study_design_scores_gemma":[0.000001833194,0.00000473834,0.00007416805,0.00005568741,0.000001051142,0.00006321059,0.0002835581,0.0001480145,0.00009030758,0.02055271,0.9787216,0.000003056555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007464477,0.0009112211,0.004624553,0.0009683718,0.0004140804,0.00003593983,0.0001023567,0.000276797,0.9919202],"genre_scores_gemma":[0.01540264,0.00144905,0.00242267,0.0004799383,0.0002126588,0.00005564422,0.0003041569,0.0001538812,0.9795194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1677158,"threshold_uncertainty_score":0.5610653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338467391204058,"score_gpt":0.1960752818822288,"score_spread":0.1426906079701882,"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."}}