{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03409884,0.001762407,0.001299652,0.004841305,0.01054339,0.02047867,0.004493083,0.006311906,0.007462642],"category_scores_gemma":[0.03084713,0.0008521407,0.001060442,0.002094049,0.1635806,0.02322482,0.01332465,0.01052926,0.001033986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007589406,"about_ca_system_score_gemma":0.00529622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366872,"about_ca_topic_score_gemma":0.001687385,"domain_scores_codex":[0.9695972,0.02507907,0.0005659179,0.002257087,0.001701243,0.000799409],"domain_scores_gemma":[0.9629701,0.03084405,0.0009390803,0.003249399,0.001359667,0.0006377466],"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":[0.0000242748,0.0000124667,0.0001053293,0.0001554344,0.00001425573,0.0001532668,0.1098178,0.0002264531,0.0003287738,0.8812944,0.001473934,0.00639354],"study_design_scores_gemma":[0.00002673711,0.00003748433,0.0001406764,0.0005886288,0.00002008796,0.0002842934,0.05565242,0.000932096,0.001057377,0.8200788,0.1211369,0.00004445808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03477827,0.01929902,0.4530028,0.1001225,0.003386665,0.000563288,0.0001403343,0.0005029668,0.3882042],"genre_scores_gemma":[0.9075396,0.004390615,0.06496698,0.006176882,0.001092165,0.0007963474,0.00005026844,0.0005504839,0.01443667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03409884,"threshold_uncertainty_score":0.180334,"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."}}