{"id":"W4281891389","doi":"10.1515/kl-2022-0022","title":"Knapp, James F., and Peggy A. <i>Medieval Romance: The Aesthetics of Possibility.</i> Toronto: University of Toronto Press, 2017. 251 pp.","year":2022,"lang":"en","type":"article","venue":"Kritikon Litterarum","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romance; Art history; Art; Performance art; Media studies; History; Sociology; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003346771,0.0001619992,0.0003021153,0.000006688604,0.0005352198,0.00004029654,0.0003636664,0.00004342017,0.003489005],"category_scores_gemma":[0.00001113309,0.0001388888,0.000115507,0.00001075529,0.0006294174,0.0003442701,0.0002199415,0.0001850931,0.00000196092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244957,"about_ca_system_score_gemma":0.00005938296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01637677,"about_ca_topic_score_gemma":0.01315732,"domain_scores_codex":[0.998655,0.0001977061,0.0002786797,0.0002723452,0.0003693814,0.0002268888],"domain_scores_gemma":[0.9990879,0.00008875768,0.0001850331,0.0004510731,0.0001156994,0.00007151156],"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":[0.0004898496,0.0004477431,0.0003456965,0.0004065305,0.0001123721,0.00002779311,0.2544857,0.0000019854,0.0003034329,0.1962564,0.5395942,0.007528298],"study_design_scores_gemma":[0.00044713,0.0003507531,0.000500673,0.00003048936,0.00005866818,0.000009780492,0.01318111,0.00002181437,0.00004465498,0.0005565042,0.9846478,0.0001506813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2278743,0.2704248,0.000003088363,0.002162834,0.002356009,0.000741026,0.001270869,0.00009012072,0.4950769],"genre_scores_gemma":[0.9723012,0.003117289,0.00006144671,0.000618567,0.0004595697,0.000007513006,0.00006097286,0.00002229253,0.02335108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.744427,"threshold_uncertainty_score":0.9974219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271044849810651,"score_gpt":0.1986989962212601,"score_spread":0.1859885477231536,"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."}}