{"id":"W2513339081","doi":"10.1007/s00283-016-9674-x","title":"The Guy with the Golden Touch:","year":2016,"lang":"en","type":"article","venue":"The Mathematical Intelligencer","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Universiti Malaya; University of Alberta; Queen Mary University of London; Univerzita Karlova v Praze","keywords":"Computer science; Mathematics","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":["insufficient_payload"],"category_scores_codex":[0.0004215504,0.0001466744,0.0001200472,0.00001516273,0.0008558839,0.0003920379,0.0005906526,0.00002308836,0.006720475],"category_scores_gemma":[0.000112118,0.00003723795,0.00007617205,0.00004025667,0.001337661,0.000150667,0.00004854907,0.0001162224,0.001480023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001676051,"about_ca_system_score_gemma":0.00002364322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002564038,"about_ca_topic_score_gemma":0.0002148493,"domain_scores_codex":[0.9989281,0.00009649671,0.0002416565,0.0001404092,0.0003111185,0.0002821785],"domain_scores_gemma":[0.9970917,0.002182882,0.0000577666,0.000494384,0.0001281978,0.00004507313],"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":[0.00002308893,0.00002093444,0.000002042361,0.000007972943,0.00003519363,0.000001334292,0.04548623,4.933058e-7,0.000008754347,0.9302097,0.0143448,0.009859445],"study_design_scores_gemma":[0.00006181412,0.00007902154,0.00001139021,0.00008221815,0.00004276729,0.00000849053,0.01632793,0.000121458,0.0003274477,0.4085901,0.5742242,0.0001230784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05135209,0.001256362,0.02827696,0.1160422,0.0008964712,0.001304679,0.00004110157,0.0002781074,0.8005521],"genre_scores_gemma":[0.8375987,0.00005535472,0.00005472342,0.001429342,0.0007435531,0.00008528322,6.685564e-7,0.00002498035,0.1600073],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7862467,"threshold_uncertainty_score":0.9992974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05518120025174806,"score_gpt":0.2526595463671522,"score_spread":0.1974783461154041,"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."}}