{"id":"W4391991260","doi":"10.32388/ywwakr","title":"Review of: \"Effective Communication in Virtual Project Teams at Children Mission Africa: A Short Communication\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Educational Technology and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","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":[0.01778458,0.0008264584,0.001508523,0.003912429,0.002854122,0.004484296,0.003295453,0.006958785,0.03394035],"category_scores_gemma":[0.1013091,0.0005356445,0.001195317,0.002224863,0.002317667,0.003187823,0.003188227,0.004993558,0.01563844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004078055,"about_ca_system_score_gemma":0.0232798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006323697,"about_ca_topic_score_gemma":0.01378703,"domain_scores_codex":[0.9863439,0.003899724,0.001583193,0.0007305545,0.006827211,0.0006154155],"domain_scores_gemma":[0.8438827,0.03792535,0.00505224,0.002579258,0.1037076,0.006852749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003498795,0.00001372732,0.00005018593,0.001263225,0.00001065841,0.00002761476,0.00005906438,0.00002478917,0.00008337154,0.000537244,0.9708603,0.02703483],"study_design_scores_gemma":[0.00003421798,0.00006341305,0.001157189,0.004322106,0.0000447879,0.0000943726,0.0001993521,0.00009860244,0.0001831187,0.0008678889,0.992914,0.00002097868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000675628,0.05985276,0.001775072,0.4078953,0.5128211,0.0007853819,0.001107235,0.0001687033,0.01491888],"genre_scores_gemma":[0.01779706,0.1769462,0.004674035,0.2016055,0.4405403,0.002089385,0.003830384,0.0005311672,0.151986],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03394035,"threshold_uncertainty_score":0.1135418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743738093845356,"score_gpt":0.3395124050378205,"score_spread":0.312075024099367,"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."}}