{"id":"W1584556368","doi":"","title":"Online Collaborative Education and Knowledge Construction","year":2006,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Knowledge management; Computer science","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":[0.002970672,0.0003339384,0.0003274722,0.002602393,0.002430346,0.009689904,0.001205407,0.002236118,0.02302909],"category_scores_gemma":[0.01347948,0.0003826044,0.0005907631,0.002994121,0.005313417,0.01590633,0.005097083,0.001395536,0.00172273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907569,"about_ca_system_score_gemma":0.002006353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059867,"about_ca_topic_score_gemma":0.001728774,"domain_scores_codex":[0.9970897,0.001527941,0.0001387589,0.000363698,0.0006349015,0.0002450938],"domain_scores_gemma":[0.9813994,0.01388303,0.000844984,0.002320318,0.0007928082,0.0007594203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007027131,0.0005218862,0.004494371,0.0001714977,0.00003526371,0.0002002716,0.01547617,0.0009746157,0.0007914763,0.8123585,0.003395902,0.1615098],"study_design_scores_gemma":[0.00005442314,0.00007080672,0.004938449,0.0002011794,0.00004102828,0.0002698382,0.01130781,0.004187625,0.001995387,0.9178781,0.05903326,0.00002209109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2450191,0.004847845,0.1336057,0.00711843,0.0003424989,0.0001261933,0.000158188,0.0003200663,0.6084621],"genre_scores_gemma":[0.9558995,0.001016548,0.0165368,0.0001610651,0.0001027967,0.00009880259,0.0001291894,0.00006252116,0.02599285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02302909,"threshold_uncertainty_score":0.07703996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082025558401931,"score_gpt":0.3843027114029902,"score_spread":0.3634824558189709,"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."}}