{"id":"W3031330514","doi":"10.4000/communiquer.5586","title":"Affect and Social Media: Emotion, Mediation, Anxiety and Contagion","year":2020,"lang":"en","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Mediation; Affect (linguistics); Emotional contagion; Anxiety; Psychology; Sociology; Social psychology; Political science; Philosophy; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001860915,0.000166965,0.000319993,0.00003972936,0.002923096,0.0002714745,0.0005168044,0.0002825171,0.00003502188],"category_scores_gemma":[0.001109518,0.0001769419,0.00008596233,0.000287735,0.0008604461,0.0006805931,0.0007161894,0.0006026562,0.000003964982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878005,"about_ca_system_score_gemma":0.0001984255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008912864,"about_ca_topic_score_gemma":0.01044906,"domain_scores_codex":[0.9965428,0.002480044,0.0003028094,0.0001994928,0.0001988002,0.000276064],"domain_scores_gemma":[0.9981998,0.0007561428,0.0002195784,0.0002118078,0.0004518022,0.0001608369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001823512,0.00003678415,0.00727567,0.00003762079,0.00003666362,5.691591e-7,0.5846855,2.610945e-7,0.00009051675,0.3942568,0.006591586,0.006969751],"study_design_scores_gemma":[0.001315221,0.000086587,0.1562361,0.0001105638,0.0000876498,0.000009192033,0.2305213,0.0001306221,0.00005740449,0.06687056,0.5436845,0.0008902604],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3204199,0.001677638,0.0004741285,0.6466895,0.0001168048,0.0006018012,0.00002734179,0.0003391865,0.02965369],"genre_scores_gemma":[0.9852207,0.008341091,0.0007511957,0.004879524,0.0004130003,0.000082288,0.0001214538,0.00001935429,0.0001713887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6648008,"threshold_uncertainty_score":0.9983749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04956734044921937,"score_gpt":0.3296308222326363,"score_spread":0.2800634817834169,"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."}}