{"id":"W2169490753","doi":"10.1080/10508400802581676","title":"Designs for Collective Cognitive Responsibility in Knowledge-Building Communities","year":2009,"lang":"en","type":"article","venue":"Journal of the Learning Sciences","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":443,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Knowledge management; Cognition; Knowledge sharing; Citizen journalism; Social cognitive theory; Collective intelligence; Psychology; Collective responsibility; Knowledge building; Sociology; Public relations; Computer science; Social psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.04410115,0.001270114,0.0006529777,0.001071784,0.002947307,0.003065009,0.002666812,0.00187425,0.009351555],"category_scores_gemma":[0.05828502,0.00108384,0.001202935,0.000601596,0.006605489,0.004306056,0.006174835,0.001913583,0.000894152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659479,"about_ca_system_score_gemma":0.004021025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004761708,"about_ca_topic_score_gemma":0.0009111428,"domain_scores_codex":[0.9569049,0.03654987,0.0009475065,0.002921515,0.001761447,0.0009147526],"domain_scores_gemma":[0.9274241,0.05168734,0.004772008,0.01060222,0.002672688,0.002841604],"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":[0.004555849,0.01199132,0.0140685,0.003461786,0.0003468702,0.0005865968,0.1000929,0.02126332,0.02406199,0.5702246,0.00304107,0.2463052],"study_design_scores_gemma":[0.01314287,0.03543018,0.01005816,0.001184416,0.0006625873,0.0007078573,0.02592689,0.05274406,0.03373082,0.7031456,0.1228568,0.0004098063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2098031,0.0002421208,0.7472938,0.001163911,0.0002803186,0.01518263,0.000107985,0.0004819567,0.0254442],"genre_scores_gemma":[0.3960908,0.0001026322,0.5629759,0.0002449993,0.00004309949,0.03689333,0.00006162981,0.00006494202,0.003522652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04410115,"threshold_uncertainty_score":0.233232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009674168140261,"score_gpt":0.4962839117912827,"score_spread":0.2953164949772566,"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."}}