{"id":"W4413062602","doi":"10.1145/3715335.3737682","title":"Humour as Resistance: Creative Approaches to Data Center Accountability","year":2025,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Accountability; Resistance (ecology); Center (category theory); Computer science; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008258807,0.00005334025,0.00007772912,0.00004398504,0.0004119172,0.0001001866,0.0007293146,0.00005001855,0.004554871],"category_scores_gemma":[0.0003045148,0.00004897311,0.00001911943,0.0002970095,0.0001153552,0.0002166344,0.0003499543,0.00006573604,0.0002323303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299872,"about_ca_system_score_gemma":0.00008104672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715865,"about_ca_topic_score_gemma":0.1031825,"domain_scores_codex":[0.9991719,0.0002074451,0.0001143826,0.000224777,0.0001477076,0.0001338154],"domain_scores_gemma":[0.9989602,0.0001034757,0.00002197775,0.0008039795,0.00005514229,0.00005521879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001911777,0.0005974438,0.03141424,0.0000601239,0.00004038167,3.224287e-7,0.1549663,7.839195e-7,0.0001070385,0.396928,0.366939,0.04875518],"study_design_scores_gemma":[0.0001066041,0.000003615552,0.01989982,0.00002254569,0.000005396366,2.046034e-8,0.06917998,0.00001727034,0.00001393781,0.003106596,0.9075703,0.00007389245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02197073,0.00004604266,0.0002802167,0.03257671,0.00009410522,0.0002763997,0.00004806768,0.0000709916,0.9446367],"genre_scores_gemma":[0.9132499,0.0004941378,0.001225382,0.00257483,0.0000798544,0.00003394851,0.0002058215,0.000003976675,0.08213219],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8912791,"threshold_uncertainty_score":0.9963551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8249365409455136,"score_gpt":0.5279976283594929,"score_spread":0.2969389125860207,"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."}}