{"id":"W4415910880","doi":"10.1145/3749893.3749898","title":"From Signal to Sensation: A Critical Practice of Affective Mediation","year":2025,"lang":"","type":"article","venue":"","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Universiteit Antwerpen","keywords":"Foregrounding; Affordance; Narrative; Underpinning; Mediation; Proposition; Affect (linguistics); Biometrics; Citizen journalism; Dyad","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001603999,0.0001335342,0.0002455793,0.0001163771,0.0004461236,0.0001508554,0.0001977396,0.000256135,0.001606149],"category_scores_gemma":[0.009154525,0.0001366928,0.00007634167,0.0007439074,0.0004150668,0.0005290945,0.0001003087,0.0003125987,0.00007795309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735979,"about_ca_system_score_gemma":0.0008067089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031043,"about_ca_topic_score_gemma":0.001067408,"domain_scores_codex":[0.9975036,0.0008329366,0.000344398,0.0003709353,0.0006886474,0.0002595077],"domain_scores_gemma":[0.9881896,0.01046256,0.0001295949,0.0001669382,0.0009119667,0.0001393422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001136029,0.000362222,0.00005675693,0.0000232281,0.0001054341,0.000004400159,0.05792637,0.000009949121,0.003436567,0.9234403,0.002033743,0.0124874],"study_design_scores_gemma":[0.00123406,0.0009257551,0.005413023,0.0005743935,0.0007217783,8.889406e-7,0.1914825,0.003444136,0.03739345,0.6085728,0.1493657,0.0008715225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02763385,0.00020625,0.0788749,0.1909463,0.002159128,0.0007567719,0.00008198144,0.00005083349,0.69929],"genre_scores_gemma":[0.9933079,0.00003955877,0.00185322,0.003128524,0.0005401041,0.00001237625,0.000003886905,0.000005751157,0.001108648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9656741,"threshold_uncertainty_score":0.9993065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400056317044864,"score_gpt":0.3865917930522928,"score_spread":0.3625912298818442,"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."}}