{"id":"W4244659171","doi":"10.26226/morressier.59d29301d462b80296ca2990","title":"Showcasing Ebook Platform Features","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Computer science; Data science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001582184,0.0005693145,0.0002868735,0.003420273,0.001588937,0.006461212,0.0008442364,0.00107947,0.07307359],"category_scores_gemma":[0.006497873,0.0003952523,0.000329191,0.003120062,0.000511565,0.008760625,0.003952339,0.001290824,0.01926816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881558,"about_ca_system_score_gemma":0.0007697894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910025,"about_ca_topic_score_gemma":0.006204796,"domain_scores_codex":[0.9990672,0.0001067774,0.00006368748,0.0001001286,0.0004612604,0.0002009289],"domain_scores_gemma":[0.9958153,0.001694637,0.000213755,0.0008631877,0.0008519478,0.0005610354],"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":[0.0008896368,0.0005375062,0.009481182,0.001018782,0.00003039528,0.003276862,0.01181345,0.0004669446,0.02452826,0.02666185,0.2785487,0.6427464],"study_design_scores_gemma":[0.00005992939,0.0001587696,0.0140429,0.0003834582,0.00003264556,0.001037012,0.002719705,0.002116728,0.0146544,0.00704427,0.9576508,0.00009939717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1464828,0.001895576,0.04375506,0.005237098,0.002300394,0.000557015,0.00741763,0.04696978,0.7453846],"genre_scores_gemma":[0.5265336,0.002757593,0.07627185,0.002220225,0.001831655,0.0004068742,0.01115711,0.01709626,0.3617248],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07307359,"threshold_uncertainty_score":0.2444555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338089203707653,"score_gpt":0.276834415238035,"score_spread":0.1430254948672696,"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."}}