{"id":"W7043044369","doi":"","title":"Reactions of Facebook Users to Ontario University Mask and Vaccine Mandates","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Institution; Content analysis; False accusation; Public institution","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":[],"consensus_categories":[],"category_scores_codex":[0.0005562132,0.0001138256,0.0001676302,0.0006333441,0.0006701336,0.0001055037,0.0005553525,0.0001297234,0.00008665686],"category_scores_gemma":[0.00004985803,0.000142932,0.00006093288,0.001047357,0.0001013569,0.001306827,0.0003298391,0.0002500099,0.0001415818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624972,"about_ca_system_score_gemma":0.0002072413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002599687,"about_ca_topic_score_gemma":0.2993599,"domain_scores_codex":[0.9988012,0.0002884931,0.0001453581,0.000261482,0.0002432967,0.0002601114],"domain_scores_gemma":[0.998982,0.0001416588,0.0001200552,0.0003795172,0.000150129,0.0002266157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003893127,0.00002840177,0.989628,0.00000806661,0.00003694625,0.0000125916,0.006703807,0.00003108468,0.0002148698,0.0027822,0.00001149578,0.0005036169],"study_design_scores_gemma":[0.0003314886,0.00003294381,0.7874745,0.00004001154,0.00003660662,9.732615e-7,0.007243954,3.010645e-7,0.0000654358,0.0001410584,0.2045031,0.000129617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919198,0.000008075812,0.0001545328,0.001738362,0.00007862982,0.0003198284,0.00001599559,0.0001403417,0.005624478],"genre_scores_gemma":[0.9364606,0.0002164082,0.00005528287,0.00004288288,0.00001484721,5.284639e-7,0.00002024375,0.000009250141,0.06317998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2967602,"threshold_uncertainty_score":0.713425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133916158552249,"score_gpt":0.3445424250235488,"score_spread":0.2311508091683239,"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."}}