{"id":"W3155593124","doi":"10.1080/1369118x.2021.1878254","title":"Now more than ever: CITAMS's contributions to a pandemic society","year":2021,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Globe; Race (biology); Sociology; Pandemic; Subject (documents); Special section; Inequality; Media studies; Human sexuality; Social science; Gender studies; Coronavirus disease 2019 (COVID-19); Library science; Psychology","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":[0.008058652,0.000999795,0.001258311,0.004294728,0.00918692,0.03199244,0.001936341,0.0101367,0.01635513],"category_scores_gemma":[0.03868614,0.0005244788,0.0007553927,0.004477002,0.01239373,0.01726705,0.0116449,0.02205948,0.003328506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007722063,"about_ca_system_score_gemma":0.01110771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002234197,"about_ca_topic_score_gemma":0.003928893,"domain_scores_codex":[0.9884362,0.00445055,0.0005154653,0.0008385308,0.004199956,0.001559301],"domain_scores_gemma":[0.9519151,0.0280546,0.002293261,0.002167431,0.00686262,0.008706989],"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":[0.00002401058,0.0000329535,0.0002797438,0.0004238884,0.00001087313,0.0003042662,0.009801868,0.00003910475,0.0001094392,0.0600449,0.9048963,0.0240327],"study_design_scores_gemma":[0.000003551442,0.00001415253,0.0002410805,0.0005780541,0.000005996046,0.0002351525,0.006088264,0.00002994306,0.00005745709,0.008021673,0.9847068,0.00001783547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002464996,0.05170265,0.0004917586,0.6591724,0.243182,0.00002571029,0.00006539789,0.00009789459,0.0427973],"genre_scores_gemma":[0.1107249,0.1132981,0.002263238,0.2101217,0.4810235,0.0001821259,0.0002322616,0.0005481562,0.08160598],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03199244,"threshold_uncertainty_score":0.05602777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817109610518605,"score_gpt":0.3776509391295458,"score_spread":0.3294798430243597,"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."}}