{"id":"W2929450823","doi":"10.1145/3310377.3313865","title":"Excited by E-Moderation? A Canadian Educator Shares Her Best Hacks","year":2019,"lang":"en","type":"article","venue":"eLearn","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moderation; Psychology; Best practice; Professional development; Discussion board; Computer science; World Wide Web; Social psychology; Pedagogy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002575187,0.00006005468,0.00006224701,0.00005350379,0.0004540552,0.0001828977,0.0001320362,0.00005676675,0.02507306],"category_scores_gemma":[0.00007077504,0.00006330796,0.00002381461,0.0001562511,0.0000283114,0.0002314237,0.000008585463,0.0001313525,0.004306601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850414,"about_ca_system_score_gemma":0.0007644182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3736921,"about_ca_topic_score_gemma":0.2151317,"domain_scores_codex":[0.9991788,0.0001159451,0.00008845796,0.0001591021,0.0001910095,0.0002666517],"domain_scores_gemma":[0.9994785,0.00004533079,0.00003255899,0.0001347473,0.00006027546,0.0002486562],"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":[0.000003380376,0.0001110219,0.02817157,0.000006067758,0.00002322385,0.00000102667,0.02403256,0.00002140557,0.00009791335,0.008323383,0.928288,0.01092041],"study_design_scores_gemma":[0.00006861959,0.00001397307,0.003569756,0.000005300042,0.000003577784,1.420578e-7,0.008677253,0.00001821995,0.000008918567,0.00008800819,0.9874563,0.0000899769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6553726,0.0003203286,0.00001344257,0.02575695,0.001356042,0.0003364791,0.00002255403,0.00005247693,0.3167691],"genre_scores_gemma":[0.8015969,0.00004595565,0.00005439769,0.001219272,0.000212935,0.00001966912,0.00003083586,0.000008913106,0.1968111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585604,"threshold_uncertainty_score":0.9964687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182358079953374,"score_gpt":0.3308061231904383,"score_spread":0.3089825423909046,"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."}}