{"id":"W1587188643","doi":"","title":"8. Knowledge Building Community: genesi e sviluppo del modello","year":2011,"lang":"en","type":"article","venue":"Qwerty","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Facilitation; Sociology; Computer science; Knowledge building; Knowledge management; Epistemology; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004737491,0.0005072909,0.0003847547,0.002576113,0.00263627,0.008331648,0.001062719,0.002124872,0.01354638],"category_scores_gemma":[0.01038758,0.0003030456,0.0005978477,0.001614456,0.004525737,0.009470206,0.004941695,0.001788784,0.002772529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029105,"about_ca_system_score_gemma":0.004082609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690198,"about_ca_topic_score_gemma":0.004499883,"domain_scores_codex":[0.9962313,0.002347766,0.0001286109,0.0003710999,0.0006305712,0.0002906014],"domain_scores_gemma":[0.9956158,0.002439489,0.0003084328,0.0005564575,0.000710521,0.0003691348],"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":[0.00006813399,0.0001822631,0.002477182,0.0003216987,0.00001088683,0.0004689544,0.02768911,0.001879085,0.0005528305,0.8424996,0.01541036,0.10844],"study_design_scores_gemma":[0.0000676523,0.0001001363,0.00283666,0.001077373,0.00002883075,0.0005126707,0.02345338,0.01132342,0.001939441,0.3812483,0.577355,0.00005704174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1143863,0.004695313,0.228074,0.04592902,0.0009440453,0.0004715337,0.0006234993,0.001664622,0.6032117],"genre_scores_gemma":[0.8203219,0.002500233,0.08590608,0.001352939,0.0002119597,0.0005175315,0.00070669,0.000553898,0.08792882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01354638,"threshold_uncertainty_score":0.04531717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3548008345057315,"score_gpt":0.4493214490066879,"score_spread":0.09452061450095639,"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."}}