{"id":"W2274415931","doi":"","title":"Knowledge building international project: Designs for deep understanding","year":2011,"lang":"en","type":"article","venue":"Computer Supported Collaborative Learning","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"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":[0.01005728,0.0008363509,0.0003784052,0.0008887563,0.001932083,0.005431795,0.00170894,0.001596172,0.0242422],"category_scores_gemma":[0.01679207,0.0007252134,0.00103581,0.0009207337,0.003729315,0.005495111,0.005003455,0.001965623,0.002331312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548624,"about_ca_system_score_gemma":0.004492407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736974,"about_ca_topic_score_gemma":0.002066707,"domain_scores_codex":[0.9941665,0.00424673,0.0002394101,0.0005534478,0.0005245025,0.000269344],"domain_scores_gemma":[0.988408,0.007662542,0.0003120688,0.002157227,0.0009588601,0.0005011685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000395377,0.0007456878,0.002602411,0.001170096,0.000107082,0.0001422726,0.03865458,0.01110202,0.005101885,0.6189753,0.02845193,0.2925513],"study_design_scores_gemma":[0.0005667881,0.0008105984,0.002267285,0.0006509714,0.0002512953,0.0002705324,0.01812494,0.04637795,0.01751169,0.5374236,0.3756127,0.0001315867],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02318108,0.00008823953,0.9224735,0.001539228,0.0001245576,0.001411029,0.0008850408,0.001581538,0.04871581],"genre_scores_gemma":[0.1522173,0.0000834968,0.8269596,0.0002216021,0.00001739344,0.004316005,0.000771787,0.0006639988,0.01474887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0242422,"threshold_uncertainty_score":0.0810982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2946123532695533,"score_gpt":0.4413676817867641,"score_spread":0.1467553285172108,"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."}}