{"id":"W2175066173","doi":"10.22230/src.2015v6n3a223","title":"Implementing a Social Knowledge Creation Environment","year":2015,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Knowledge production; Gateway (web page); Knowledge creation; The Renaissance; World Wide Web; Knowledge management; Psychological intervention; Humanism; Sociology; Computer science; Political science; Business; History; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02886179,0.0006600724,0.0002521447,0.001682602,0.005427337,0.009495498,0.0029769,0.003214668,0.008364266],"category_scores_gemma":[0.02827945,0.0006055503,0.000699143,0.0007571843,0.01103189,0.009875448,0.0156774,0.002380556,0.00155646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756744,"about_ca_system_score_gemma":0.01055709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008388578,"about_ca_topic_score_gemma":0.001258873,"domain_scores_codex":[0.9782472,0.01540235,0.0005189766,0.00150785,0.002892909,0.001430702],"domain_scores_gemma":[0.9631301,0.02182963,0.001444849,0.007270391,0.002806171,0.003518851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004368679,0.00682627,0.01178036,0.0008904099,0.0001005661,0.001444242,0.1130225,0.008064815,0.01839796,0.5021881,0.009551852,0.327296],"study_design_scores_gemma":[0.0008423286,0.00347666,0.00606097,0.00108525,0.0001623848,0.0007602432,0.06750666,0.03290375,0.03942259,0.3612309,0.4863156,0.0002326016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3278998,0.0001497992,0.4030585,0.01149055,0.0005341462,0.002816674,0.00007970069,0.003863432,0.2501075],"genre_scores_gemma":[0.7779552,0.00009908134,0.2059211,0.0008089509,0.00006771643,0.001322566,0.00006835684,0.0002204075,0.01353659],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9905045,"threshold_uncertainty_score":0.1526375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3079240615446531,"score_gpt":0.3934401977021062,"score_spread":0.08551613615745313,"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."}}