{"id":"W7130419722","doi":"10.7202/1123394ar","title":"Through My Lens","year":2025,"lang":"en","type":"article","venue":"Performance Matters","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Power (physics); Lens (geology); Representation (politics); Citizen journalism; Through-the-lens metering; Reflection (computer programming)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00224566,0.001052338,0.0004100587,0.001537949,0.01021265,0.01883746,0.001439059,0.003935448,0.1361324],"category_scores_gemma":[0.01018509,0.0005068702,0.0006811409,0.0009966438,0.009110533,0.01419704,0.01241958,0.006648261,0.04885822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004667716,"about_ca_system_score_gemma":0.004391334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867907,"about_ca_topic_score_gemma":0.008018861,"domain_scores_codex":[0.9961711,0.001384547,0.0001249204,0.0006454097,0.001063969,0.000610043],"domain_scores_gemma":[0.9967139,0.0007081772,0.0002660957,0.0004825516,0.0007248906,0.001104349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007610601,0.00003798427,0.000796986,0.0002611845,0.00001548141,0.001020208,0.05998747,0.00009716863,0.001439289,0.2655499,0.5824526,0.08826572],"study_design_scores_gemma":[0.000003089479,0.000008056425,0.00007899255,0.0001110658,0.000001862596,0.0002431587,0.008621767,0.00001981654,0.0001220232,0.004735814,0.9860464,0.00000806645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005721548,0.003607014,0.01153097,0.04860947,0.005699309,0.0001118769,0.0003223238,0.0009973942,0.9234001],"genre_scores_gemma":[0.1142564,0.003499223,0.008550684,0.01439268,0.002890253,0.0001998825,0.0003150176,0.001454205,0.8544417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1361324,"threshold_uncertainty_score":0.4554082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373786090755954,"score_gpt":0.2331647015881818,"score_spread":0.2094268406806223,"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."}}