{"id":"W1993018231","doi":"10.1007/bf02763441","title":"Knowledge building community: Keys for using online forums","year":2004,"lang":"en","type":"article","venue":"TechTrends","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Knowledge building; Educational technology; Learning community; Collaborative learning; Class (philosophy); Knowledge management; Online learning; Blended learning; Knowledge sharing; Online community; Computer science; Community building; Sociology; World Wide Web; Public relations; Pedagogy; 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":[0.01348012,0.0006629928,0.0006214266,0.003048819,0.005303772,0.0112966,0.002251725,0.003753215,0.02514753],"category_scores_gemma":[0.05412165,0.0006287753,0.000808072,0.002069875,0.003625836,0.03510876,0.01021359,0.003656352,0.005626998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006712628,"about_ca_system_score_gemma":0.002993065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004453549,"about_ca_topic_score_gemma":0.0006724297,"domain_scores_codex":[0.9934055,0.003450875,0.0003846241,0.000801164,0.001508705,0.0004491055],"domain_scores_gemma":[0.9198114,0.04167432,0.004627555,0.01850611,0.006674869,0.008705799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004125813,0.0008030339,0.007125707,0.0006309262,0.00004946516,0.0004384835,0.02126706,0.0006878547,0.008067654,0.2335864,0.03039971,0.696531],"study_design_scores_gemma":[0.0002475464,0.0006747486,0.004532282,0.0008083154,0.0001475767,0.001313479,0.01302146,0.0115545,0.008517908,0.5883759,0.3706119,0.0001943609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07100065,0.001893188,0.7663793,0.02297249,0.001643529,0.001128818,0.0004355748,0.00794965,0.1265967],"genre_scores_gemma":[0.5622701,0.0009933916,0.3963709,0.00102044,0.001471511,0.001070208,0.0005894939,0.00150214,0.03471173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02514753,"threshold_uncertainty_score":0.08412689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2405930599447724,"score_gpt":0.5097504332559644,"score_spread":0.269157373311192,"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."}}