{"id":"W2902689774","doi":"10.22318/cscl2017.61","title":"Using Rotating Leadership to Visualize Students’ Epistemic Agency and Collective Responsibility for Knowledge Advancement","year":2017,"lang":"en","type":"article","venue":"Computer Supported Collaborative Learning","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Agency (philosophy); Knowledge management; Computer science; Sociology; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002191656,0.0001757403,0.0002768626,0.0001172193,0.003956832,0.0006846547,0.0003797351,0.00008292395,0.00005453368],"category_scores_gemma":[0.00274094,0.0001937193,0.00003999602,0.0003858903,0.0002586132,0.0002936008,0.0002095933,0.0001917641,0.00001047691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415304,"about_ca_system_score_gemma":0.001330173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365386,"about_ca_topic_score_gemma":0.0001883965,"domain_scores_codex":[0.997597,0.0007528894,0.0003301891,0.0005246933,0.0003353456,0.0004599256],"domain_scores_gemma":[0.9975898,0.0007095952,0.0002263458,0.0002179806,0.0009989311,0.0002573121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003144375,0.0003657236,0.1864262,0.0001589132,0.0001864873,0.00001168217,0.7007687,0.0002065661,0.00054739,0.03325645,0.001022717,0.0767348],"study_design_scores_gemma":[0.00605216,0.002114408,0.4871293,0.001792839,0.0002113165,0.000005534671,0.2313777,0.01471934,0.001395051,0.02769431,0.224834,0.002674097],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7814689,0.0002197274,0.2026642,0.007084414,0.001374285,0.002617272,0.000009959515,0.0001524946,0.004408777],"genre_scores_gemma":[0.9162838,0.00001404339,0.07575703,0.0004492321,0.0002835951,0.0001502464,0.000006662216,0.0000218866,0.00703352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.469391,"threshold_uncertainty_score":0.9973399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809643442514128,"score_gpt":0.4693426161420329,"score_spread":0.2883782718906202,"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."}}