{"id":"W4205957801","doi":"10.18357/otessac.2021.1.1.53","title":"Ending Enclosure by Copying the Commons","year":2021,"lang":"en","type":"article","venue":"The Open/Technology in Education Society and Scholarship Association Conference","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Commons; Scholarship; Scholarly communication; Copying; Citation; Workflow; Public relations; Unpacking; World Wide Web; Computer science; Bibliometrics; Data science; Sociology; Knowledge management; Political science; Publishing","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01808673,0.001146566,0.001189791,0.006045204,0.009474,0.02179643,0.00347716,0.005045332,0.03404053],"category_scores_gemma":[0.1141458,0.001196,0.001793038,0.00547843,0.01965145,0.04096239,0.02860183,0.006557499,0.0154161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003418062,"about_ca_system_score_gemma":0.008171183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003225914,"about_ca_topic_score_gemma":0.003249035,"domain_scores_codex":[0.9763515,0.00770332,0.00211272,0.003357309,0.008779803,0.001695379],"domain_scores_gemma":[0.8367913,0.04495208,0.008549913,0.08930023,0.01274999,0.007656535],"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":[0.0003038118,0.0002671067,0.008336472,0.0005634712,0.00009081765,0.001477251,0.05411078,0.001167695,0.006849108,0.5858319,0.05833564,0.2826658],"study_design_scores_gemma":[0.00003698666,0.000162884,0.002474888,0.0006481961,0.00006777795,0.00111354,0.01216478,0.001366243,0.007521284,0.2647219,0.7095805,0.0001410699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1905698,0.004207124,0.2966433,0.04847098,0.008884246,0.0008907621,0.001024048,0.01385549,0.4354542],"genre_scores_gemma":[0.6211104,0.002552615,0.1255871,0.0124368,0.002959755,0.001016457,0.001211534,0.009543444,0.2235819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9965228,"threshold_uncertainty_score":0.1138769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346960183593685,"score_gpt":0.3666641370330581,"score_spread":0.3331945351971213,"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."}}