{"id":"W2566708345","doi":"10.22230/src.2016v7n2/3a252","title":"Digital Theoria, Poiesis, and Praxis: Activating Humanities Research and Communication through Open Social Scholarship Platform Design","year":2016,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Praxis; Scholarship; Transformative learning; Digital scholarship; Scholarly communication; Digital humanities; Sociology; Digital transformation; Publishing; World Wide Web; Knowledge management; Computer science; Library science; Public relations; Political science; 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","open_science"],"consensus_categories":[],"category_scores_codex":[0.02301169,0.0004616992,0.0003040852,0.002187416,0.004355683,0.01450379,0.001685244,0.001406862,0.00618438],"category_scores_gemma":[0.03118393,0.0003989086,0.0005253752,0.001170856,0.0191786,0.01195849,0.01447903,0.001843388,0.0008049173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002963106,"about_ca_system_score_gemma":0.005395949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003736116,"about_ca_topic_score_gemma":0.0006341738,"domain_scores_codex":[0.9828395,0.01470586,0.000317698,0.000676712,0.001039224,0.0004208746],"domain_scores_gemma":[0.9680503,0.02412137,0.001296475,0.003571148,0.001132745,0.001827845],"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":[0.0002667962,0.0006636064,0.007260697,0.0007710185,0.00004487731,0.000554271,0.3507024,0.001430431,0.005183764,0.4773677,0.002971298,0.1527831],"study_design_scores_gemma":[0.0003139057,0.0006717815,0.003656564,0.0009402679,0.0001177358,0.000615446,0.1858979,0.008737684,0.01029381,0.637985,0.1506769,0.00009302024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5497102,0.0007976878,0.2508336,0.01562473,0.0004110574,0.001015344,0.00006701935,0.0007355418,0.1808048],"genre_scores_gemma":[0.9269748,0.0002929644,0.06653432,0.0004729656,0.00004178059,0.0005735377,0.0000275877,0.000123655,0.004958384],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9983147,"threshold_uncertainty_score":0.121699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4785437719778849,"score_gpt":0.4197225245078984,"score_spread":0.05882124746998652,"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."}}