{"id":"W3005631858","doi":"10.1002/9781119142973.ch13","title":"Collaborative Learning and Knowledge‐Sharing","year":2020,"lang":"en","type":"other","venue":"","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Collaborative learning; Social capital; Knowledge sharing; Knowledge management; Professional learning community; Professional development; Social learning; Psychology; Public relations; Pedagogy; Sociology; Computer science; Political 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":[0.004913107,0.0005542001,0.0006003804,0.001816133,0.003560299,0.01109426,0.001813291,0.002529011,0.01363381],"category_scores_gemma":[0.007862652,0.0002915279,0.0004992157,0.003162117,0.01400067,0.01132669,0.00872884,0.001721999,0.001943522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002750972,"about_ca_system_score_gemma":0.004547121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049235,"about_ca_topic_score_gemma":0.002249073,"domain_scores_codex":[0.9943194,0.003164397,0.0002260966,0.0006349685,0.001285925,0.0003691604],"domain_scores_gemma":[0.9926575,0.004752133,0.0005374636,0.001120444,0.0003762383,0.0005563141],"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":[0.000009120687,0.00003084592,0.0003009339,0.0002673465,0.00001909006,0.0001234599,0.008165856,0.0006024159,0.0001547275,0.9253657,0.005447819,0.05951254],"study_design_scores_gemma":[0.000009368546,0.0000330101,0.0004196151,0.0005291538,0.000009803632,0.0002347604,0.004784571,0.001031602,0.0002094676,0.7234625,0.2692556,0.0000205191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01585406,0.02259704,0.1176449,0.01846744,0.0008717407,0.0003346467,0.0001122992,0.0002499631,0.823868],"genre_scores_gemma":[0.7209472,0.03371784,0.0973203,0.002732154,0.001479904,0.001083758,0.0003262432,0.0001567612,0.1422359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01363381,"threshold_uncertainty_score":0.04560965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05350733131249672,"score_gpt":0.4305468193095952,"score_spread":0.3770394879970984,"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."}}