{"id":"W1791097525","doi":"10.22230/cjc.2012v37n1a2526","title":"The Xenotext Experiment, So Far","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Poetics; Perspective (graphical); Boundary (topology); Sociology; Aesthetics; Transition (genetics); Media studies; Epistemology; Art; Visual arts; Philosophy; Literature; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360241,0.00004030951,0.00005386132,0.00003252282,0.0009265104,0.0001364328,0.0004073973,0.00003012463,0.0003015155],"category_scores_gemma":[0.00003197031,0.00002863255,0.00004993185,0.00001677732,0.0004883527,0.0001145978,0.00001577015,0.000188794,0.00002264372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006190928,"about_ca_system_score_gemma":0.0001215258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841615,"about_ca_topic_score_gemma":0.02789842,"domain_scores_codex":[0.9995875,0.00004074283,0.0001559154,0.00001744697,0.00005140997,0.000146988],"domain_scores_gemma":[0.9992933,0.00006294727,0.000134808,0.0002829255,0.0001120243,0.0001140093],"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":[9.481159e-7,0.000008119455,0.0005848772,5.213919e-7,0.00002687702,2.327796e-7,0.03241917,5.160589e-7,0.00001834603,0.9303311,0.02111987,0.01548942],"study_design_scores_gemma":[0.00005844981,0.00001393674,0.0004821049,0.000006967645,0.000008396118,0.000007387562,0.005645884,0.000004429252,0.00008674479,0.003287286,0.9903633,0.00003514019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5998926,0.1975349,0.0000726962,0.02549697,0.002173289,0.0001961505,0.00001329289,0.00002732595,0.1745927],"genre_scores_gemma":[0.997644,0.0008999204,0.0001081507,0.0002418506,0.000173892,0.000001823495,0.000001305025,0.000005770743,0.0009232946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9692434,"threshold_uncertainty_score":0.9898399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205813705826554,"score_gpt":0.2418884780765639,"score_spread":0.2098303410182984,"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."}}