{"id":"W4281900644","doi":"10.29173/isotl606","title":"Looking Back/Looking Forward","year":2022,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Theme (computing); Coronavirus disease 2019 (COVID-19); History; Sociology; Visual arts; Computer science; Art; World Wide Web; Medicine","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":[0.004549704,0.001292984,0.000636026,0.001641488,0.004989253,0.01483326,0.001549909,0.007000612,0.09857297],"category_scores_gemma":[0.02261684,0.0004153791,0.001066555,0.0007310633,0.003893461,0.0161043,0.009312959,0.01494565,0.0353432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183757,"about_ca_system_score_gemma":0.003478978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009180562,"about_ca_topic_score_gemma":0.002236098,"domain_scores_codex":[0.9956846,0.001288263,0.0001635537,0.000600155,0.001585676,0.0006778225],"domain_scores_gemma":[0.9847159,0.002727498,0.0007753508,0.0005464003,0.003511753,0.007723003],"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":[0.00001791156,0.00001327051,0.00005133087,0.0000910341,0.000003123032,0.00008167843,0.001064078,0.00000949302,0.0002181528,0.006686134,0.9836904,0.008073351],"study_design_scores_gemma":[0.000003539164,0.00001511972,0.00006996591,0.0001128603,0.000002548218,0.00007909077,0.00139401,0.00001174115,0.00008130518,0.001963723,0.9962558,0.00001034993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007934795,0.00598216,0.001465586,0.3548872,0.5992884,0.00005726389,0.0002287153,0.0004638532,0.03683337],"genre_scores_gemma":[0.02167283,0.009951864,0.002796841,0.2477931,0.2847906,0.0002544451,0.0006433519,0.0018611,0.4302358],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09857297,"threshold_uncertainty_score":0.3297594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149264149790487,"score_gpt":0.3309894379291323,"score_spread":0.3160630229500836,"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."}}