{"id":"W4413568054","doi":"10.64628/aam.g69vm3ymg","title":"Make room for play as we stumble through this pandemic holiday and new year","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Advertising; History; Business; Medicine; Virology; Internal medicine","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":[0.00163287,0.0005471102,0.0004260685,0.0005987909,0.01126613,0.007957743,0.0006217886,0.00215405,0.1514289],"category_scores_gemma":[0.005525677,0.0003000829,0.0004941485,0.0005143851,0.002889367,0.004869586,0.007361584,0.007441177,0.04102106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639839,"about_ca_system_score_gemma":0.004149665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01898532,"about_ca_topic_score_gemma":0.06604614,"domain_scores_codex":[0.9990574,0.000255935,0.00001674043,0.00006225285,0.0001989462,0.0004088083],"domain_scores_gemma":[0.9951126,0.0002066403,0.0001680573,0.0001776811,0.0004328423,0.003902176],"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":[0.00005253185,0.00005494816,0.002145398,0.00003550543,0.00001490441,0.0001088354,0.004276954,0.00002870095,0.0001261808,0.0225241,0.9536225,0.0170094],"study_design_scores_gemma":[0.000009883929,0.00001892119,0.005985829,0.0001082884,0.000005442955,0.0001039755,0.02702752,0.00004107995,0.00005534242,0.01167402,0.954952,0.00001772139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0231098,0.002820327,0.002515746,0.2432915,0.04562,0.0001248819,0.001927999,0.0006012631,0.6799884],"genre_scores_gemma":[0.1678578,0.002994637,0.004196498,0.05082947,0.005134678,0.0001614476,0.001650676,0.0009954702,0.7661792],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1514289,"threshold_uncertainty_score":0.5065801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141859051494893,"score_gpt":0.4669338733184277,"score_spread":0.2527479681689384,"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."}}