{"id":"W3094019992","doi":"10.1002/pra2.226","title":"Conceptualizing and studying information creation: From production and processes to makers and making","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Knowledge management; Key (lock); Information literacy; Production (economics); Information system; Information management; Personal information management; Computer science; Management information systems; Data science; Business; Political science; World Wide Web","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01345295,0.0007281455,0.0007039275,0.007698943,0.00379123,0.02377655,0.001965651,0.003640192,0.003828557],"category_scores_gemma":[0.01608305,0.0006084846,0.0008398452,0.009531993,0.04198492,0.03124901,0.00637034,0.004866473,0.0004865037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004865018,"about_ca_system_score_gemma":0.005626598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959231,"about_ca_topic_score_gemma":0.001812215,"domain_scores_codex":[0.9907349,0.007354789,0.0002731789,0.0005039434,0.0006932435,0.0004399248],"domain_scores_gemma":[0.9560106,0.03869923,0.001518179,0.002084715,0.0009388836,0.0007484019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001403006,0.00004678243,0.002159653,0.0003264328,0.00001378213,0.0001140099,0.04184903,0.0009014802,0.0002606586,0.9408497,0.0008602837,0.01260423],"study_design_scores_gemma":[0.00001193249,0.00002403676,0.001555535,0.000916486,0.00001873043,0.0001815883,0.06724495,0.002773043,0.0006385674,0.881511,0.04509914,0.00002501251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2841563,0.08359481,0.218803,0.08331531,0.0007470396,0.0004490206,0.0003438649,0.0002992608,0.3282914],"genre_scores_gemma":[0.9636315,0.01278347,0.01967526,0.0007397361,0.0001572321,0.0001934445,0.0000983814,0.00004524795,0.002675635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9762235,"threshold_uncertainty_score":0.07114685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761571469605604,"score_gpt":0.2875795210136896,"score_spread":0.2599638063176336,"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."}}