{"id":"W4406728805","doi":"10.3138/ctr.201.012","title":"Humanized Machine, Dehumanized Us: Exploring the Creation of an AI-Collaborated Scene","year":2025,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dehumanization; Art; Artificial intelligence; Aesthetics; Visual arts; Art history; Sociology; Computer science; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01713775,0.0008369971,0.0006624553,0.003547897,0.01722717,0.02053934,0.004550408,0.004368691,0.01253096],"category_scores_gemma":[0.02364916,0.0004193402,0.0005700562,0.004976269,0.0325591,0.005145849,0.007171519,0.006695673,0.001123751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06542329,"about_ca_system_score_gemma":0.1215022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7196919,"about_ca_topic_score_gemma":0.8289121,"domain_scores_codex":[0.9866672,0.006330412,0.0002361831,0.0006087172,0.004163155,0.001994329],"domain_scores_gemma":[0.9834861,0.008482039,0.0007462612,0.0009808654,0.004506858,0.001797949],"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":[0.0001161568,0.00004319833,0.0005704021,0.00155305,0.00003510677,0.0003038964,0.05570006,0.0006037306,0.0004715474,0.7058116,0.1201723,0.1146191],"study_design_scores_gemma":[0.00001600942,0.00002713523,0.001646095,0.001720593,0.00002341066,0.0001844073,0.05162321,0.0001772672,0.0003687281,0.02084222,0.9233263,0.0000446804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0443729,0.1620737,0.00776454,0.1942008,0.005899125,0.0002228751,0.0005646299,0.0001884182,0.5847132],"genre_scores_gemma":[0.8309211,0.08974399,0.006049061,0.01646655,0.0009964753,0.0002883327,0.0003804896,0.0003354982,0.05481854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7196919,"threshold_uncertainty_score":0.5639177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05814600240115129,"score_gpt":0.372933001955392,"score_spread":0.3147869995542407,"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."}}