{"id":"W1565341686","doi":"10.22230/src.2014v5n2a150","title":"Social Knowledge Creation: Three Annotated Bibliographies","year":2014,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; University of Victoria","funders":"Universität Hamburg","keywords":"Rubric; World Wide Web; Library science; Resource (disambiguation); Computer science; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01028044,0.0007930388,0.0009413908,0.09398748,0.006527034,0.009478462,0.001320605,0.001610947,0.01832765],"category_scores_gemma":[0.0398506,0.0007243027,0.0007755088,0.1432214,0.003158869,0.005871211,0.006874096,0.001724376,0.003964384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009281469,"about_ca_system_score_gemma":0.02240177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03615445,"about_ca_topic_score_gemma":0.08061192,"domain_scores_codex":[0.9855725,0.003681665,0.002560331,0.0007993379,0.006562519,0.0008236073],"domain_scores_gemma":[0.9517082,0.02697541,0.002919948,0.004067648,0.01340292,0.0009259071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003313767,0.0001187249,0.0100619,0.01672915,0.0002438512,0.003174038,0.2130333,0.001129086,0.01082769,0.05758966,0.1897135,0.4970478],"study_design_scores_gemma":[0.00001794167,0.0000138066,0.007321606,0.006567816,0.0001155271,0.0002855443,0.0490489,0.0002105008,0.002354048,0.004119784,0.9298637,0.00008085176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1461838,0.05966268,0.03595624,0.01442464,0.00292505,0.004805192,0.1844884,0.003158385,0.5483956],"genre_scores_gemma":[0.4694312,0.1039084,0.1302953,0.002084612,0.0008463766,0.007689754,0.1840882,0.004122568,0.09753367],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9905216,"threshold_uncertainty_score":0.07188803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880699696746045,"score_gpt":0.3756631901660528,"score_spread":0.1875932204914482,"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."}}