{"id":"W4282832314","doi":"10.55667/ijede.2022.v37.i1.1219","title":"Education as community affair: Digitally designing knowledge.","year":2022,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Knowledge management; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005914177,0.0003195827,0.0002266508,0.002060945,0.002791041,0.008613988,0.001303009,0.001786961,0.004828835],"category_scores_gemma":[0.01094735,0.0002901805,0.0005059256,0.001333585,0.009208595,0.01098515,0.007212772,0.001240625,0.0007677627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480651,"about_ca_system_score_gemma":0.003893038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009433451,"about_ca_topic_score_gemma":0.001496846,"domain_scores_codex":[0.99604,0.002477562,0.000196025,0.0005260497,0.000558476,0.0002019397],"domain_scores_gemma":[0.9929777,0.004150139,0.0004479559,0.001222697,0.0003707617,0.0008308114],"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":[0.00003221473,0.0002608731,0.007017209,0.000832492,0.00005700438,0.0005876624,0.08858026,0.001678676,0.003742511,0.5147325,0.008469948,0.3740086],"study_design_scores_gemma":[0.00002407686,0.0001627711,0.002264784,0.0006686113,0.00003859117,0.0009033267,0.04896258,0.004157538,0.001759929,0.4833208,0.4576923,0.00004468464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1436519,0.007285352,0.6189114,0.02720674,0.001076112,0.0008530161,0.000135786,0.0008198675,0.2000599],"genre_scores_gemma":[0.6955125,0.002357887,0.28009,0.001215475,0.0001430306,0.000368927,0.000162116,0.0001462708,0.02000382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008613988,"threshold_uncertainty_score":0.03127754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687107370111593,"score_gpt":0.3650911497141603,"score_spread":0.3482200760130444,"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."}}