{"id":"W4255916223","doi":"10.1162/leon_a_00684","title":"Paparuda","year":2013,"lang":"en","type":"article","venue":"Leonardo","topic":"Aviation History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006852049,0.0008069155,0.0004057925,0.001316266,0.003133976,0.00308973,0.001101675,0.001246997,0.07780912],"category_scores_gemma":[0.002536291,0.0002945485,0.0003006525,0.0008300968,0.001101569,0.001719468,0.002435544,0.002173117,0.0295111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359047,"about_ca_system_score_gemma":0.001896152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00568145,"about_ca_topic_score_gemma":0.007575807,"domain_scores_codex":[0.9992445,0.0001188137,0.00001830879,0.0002344895,0.000261328,0.0001225322],"domain_scores_gemma":[0.9992297,0.0001487648,0.00005675321,0.00009701115,0.0003168901,0.0001510081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000219258,0.0000873783,0.002260923,0.0008374201,0.00002877051,0.001434269,0.003888468,0.0003089059,0.002825957,0.1653123,0.4043371,0.4184592],"study_design_scores_gemma":[0.000003547826,0.00001470196,0.0007045044,0.0000901064,0.000005821944,0.0004902924,0.0003552401,0.00007267745,0.0006759143,0.002824588,0.9947559,0.000006737394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01474099,0.01821868,0.01011374,0.01829767,0.003984509,0.0001233967,0.0009086152,0.002571587,0.9310408],"genre_scores_gemma":[0.1443324,0.01893476,0.00797113,0.003971608,0.001056232,0.0002264993,0.0009849902,0.001117303,0.8214051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07780912,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202482327856383,"score_gpt":0.1767485772290253,"score_spread":0.1547237539504614,"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."}}