{"id":"W4392608419","doi":"10.33137/ijournal.v9i1.42234","title":"If Looks Could Quill","year":2023,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law and economics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008915548,0.0004899638,0.0002780601,0.000530612,0.006561728,0.005834877,0.000643817,0.001864011,0.1288979],"category_scores_gemma":[0.002434472,0.0002637201,0.0004001039,0.0003978198,0.004298684,0.004077387,0.00296166,0.002849304,0.0310488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045581,"about_ca_system_score_gemma":0.001317061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081696,"about_ca_topic_score_gemma":0.05130372,"domain_scores_codex":[0.9994271,0.00007867322,0.0000127821,0.00009984132,0.0001776391,0.0002040363],"domain_scores_gemma":[0.9993332,0.00007271308,0.00003658183,0.0001114517,0.0001918962,0.0002541482],"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":[0.0002690755,0.0001152085,0.003482619,0.0002512829,0.00002041192,0.001377837,0.02649196,0.00007739155,0.002422263,0.1212893,0.7292278,0.1149749],"study_design_scores_gemma":[0.000006660272,0.00003679647,0.001639995,0.0001209114,0.000005416368,0.0002544107,0.01003576,0.00003520076,0.0002059262,0.003943737,0.9837019,0.00001326414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02727833,0.001900591,0.002401734,0.03924156,0.006428867,0.0000881334,0.000361061,0.0006879256,0.9216118],"genre_scores_gemma":[0.1119094,0.00069526,0.00151656,0.006827902,0.0005303858,0.00002528235,0.0001465064,0.0003585865,0.8779902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1288979,"threshold_uncertainty_score":0.4312063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167302809462587,"score_gpt":0.2872950581390074,"score_spread":0.2456220300443815,"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."}}