{"id":"W4390343066","doi":"10.29173/jjs124","title":"Invited Contributions","year":2023,"lang":"en","type":"article","venue":"Journal of Juvenilia Studies","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of New South Wales","keywords":"Honor; Chapel; Classics; Foundation (evidence); Section (typography); History; Literature; Art history; Art; Archaeology; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003682438,0.001436231,0.0007383015,0.002612281,0.003787652,0.005728168,0.001630567,0.003229878,0.3120213],"category_scores_gemma":[0.02324524,0.0003534908,0.0006642814,0.001368586,0.0007886408,0.0024712,0.005080584,0.003830973,0.1578815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890861,"about_ca_system_score_gemma":0.003511605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009651645,"about_ca_topic_score_gemma":0.002428241,"domain_scores_codex":[0.9959404,0.00101941,0.0001831905,0.000577406,0.001759761,0.0005197771],"domain_scores_gemma":[0.9849605,0.002537341,0.0005009034,0.0006753239,0.006985964,0.004340002],"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":[0.00002982112,0.00001038282,0.00006731029,0.0001038098,0.000002774084,0.00008141292,0.0002623504,0.00001667301,0.0002186912,0.001704003,0.9847717,0.01273113],"study_design_scores_gemma":[0.000003169874,0.000006867023,0.0001095144,0.00007439797,0.000002085992,0.00006561122,0.000340212,0.00001346356,0.00005710795,0.0005710305,0.9987522,0.000004333134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001786593,0.009015801,0.002653572,0.0855975,0.6543049,0.0005541947,0.003162574,0.0007277711,0.2421971],"genre_scores_gemma":[0.01383021,0.007339086,0.001600637,0.03336604,0.1368215,0.0006347056,0.002519641,0.0008484111,0.8030398],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6879787,"threshold_uncertainty_score":0.9813182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04931098832584752,"score_gpt":0.3226677099064958,"score_spread":0.2733567215806483,"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."}}