{"id":"W4411136129","doi":"10.3998/circus.7980","title":"Circus and its Others: Transgressions and Challenges ","year":2025,"lang":"en","type":"article","venue":"Circus Arts Life and Sciences","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008509445,0.00009840479,0.0001497254,0.0001122748,0.001679696,0.0002337264,0.0001749711,0.00007895891,0.00008569878],"category_scores_gemma":[0.0004487106,0.00007342132,0.00001912802,0.0002433486,0.001485141,0.0003235665,0.0000459128,0.00008456293,0.000006788568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001262211,"about_ca_system_score_gemma":0.0002320343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001784773,"about_ca_topic_score_gemma":0.0006692231,"domain_scores_codex":[0.9988598,0.00011452,0.0001314136,0.000367405,0.0002284994,0.0002983807],"domain_scores_gemma":[0.9994023,0.0002779743,0.00002916304,0.00007099844,0.00004513396,0.0001743912],"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":[0.00001694669,0.00005801464,0.003821214,0.0001126278,0.00004004653,0.000008751718,0.1238561,0.000002560862,0.001196363,0.695932,0.001561373,0.173394],"study_design_scores_gemma":[0.001320941,0.0005183593,0.02604254,0.0007640976,0.00009901472,0.00002481052,0.1562836,0.001549977,0.001529094,0.07101498,0.7396344,0.001218168],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5935414,0.06649892,0.00004121638,0.03140412,0.0003720186,0.0003093792,0.000003424342,0.0000797527,0.3077497],"genre_scores_gemma":[0.9834986,0.01445188,0.00002246716,0.0008361291,0.00007024743,0.000008043042,8.985038e-8,0.000003341346,0.001109179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.738073,"threshold_uncertainty_score":0.99962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694609378865813,"score_gpt":0.3404881416026503,"score_spread":0.171027203716069,"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."}}