{"id":"W3182711020","doi":"10.29173/cais1215","title":"whole new world","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Social media; Pandemic; Coronavirus disease 2019 (COVID-19); Period (music); Thematic analysis; 2019-20 coronavirus outbreak; Thematic map; Advertising; Geography; Sociology; World Wide Web; Medicine; Computer science; Social science; Business; Cartography; Qualitative research; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002610163,0.0002296757,0.0003937935,0.0001431711,0.0001068119,0.004016126,0.003563176,0.00009167278,0.00005988803],"category_scores_gemma":[0.002244064,0.000181996,0.0001804351,0.0010993,0.0001394513,0.01824177,0.001540156,0.0002425568,0.00001250735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001935404,"about_ca_system_score_gemma":0.0006219539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001205808,"about_ca_topic_score_gemma":0.00004008531,"domain_scores_codex":[0.9982835,0.00002185439,0.0004182532,0.0004158452,0.0004679302,0.0003925916],"domain_scores_gemma":[0.9812126,0.0001047006,0.0004838371,0.0003770037,0.01762624,0.0001956721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000946083,0.0004098558,0.2226358,0.0007251687,0.0002439102,0.00001662372,0.0600923,0.00001820455,0.08240897,0.5184525,0.08130322,0.03359876],"study_design_scores_gemma":[0.000662163,0.000156302,0.1517962,0.0004148823,0.00004614942,0.00005208383,0.001154834,0.001224068,0.2082372,0.03355642,0.60224,0.0004596324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118627,0.0005904643,0.00043713,0.02485676,0.0004197365,0.0002138046,0.00004692311,0.0001393079,0.06143321],"genre_scores_gemma":[0.9832829,0.00003797015,0.005651399,0.001065253,0.0001456632,0.000005910401,0.000002557972,0.00001473689,0.009793644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5209368,"threshold_uncertainty_score":0.9970178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018766237268029,"score_gpt":0.2279870793263522,"score_spread":0.2077994169536719,"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."}}