{"id":"W4390865009","doi":"","title":"ATR: What can eScriptorium do for you?","year":2023,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer 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":[0.007147319,0.001259386,0.001023919,0.001463247,0.001731817,0.008889007,0.003245417,0.004196342,0.2187257],"category_scores_gemma":[0.03244329,0.0008117703,0.001290133,0.001429984,0.001235674,0.02559704,0.004889188,0.005273719,0.2031337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153701,"about_ca_system_score_gemma":0.002290162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995692,"about_ca_topic_score_gemma":0.002110044,"domain_scores_codex":[0.9973797,0.0008251079,0.0001457153,0.0003061038,0.001110224,0.0002330988],"domain_scores_gemma":[0.9901635,0.002201347,0.0004123391,0.001935543,0.003206895,0.002080384],"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":[0.0001027896,0.00004400496,0.0003222376,0.0001500868,0.00000713404,0.00006629011,0.0002678903,0.0001470906,0.0002313137,0.00744848,0.8647842,0.1264284],"study_design_scores_gemma":[0.00002547767,0.00004902531,0.0003391322,0.0003983864,0.00000917862,0.0001713137,0.000278362,0.0009364469,0.0005094368,0.01280993,0.9844393,0.00003401361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"software","genre_scores_codex":[0.005474193,0.0132168,0.1777813,0.3949445,0.04116477,0.0004786854,0.0098134,0.08013021,0.2769962],"genre_scores_gemma":[0.03524561,0.01491955,0.18465,0.07492486,0.01597412,0.00088962,0.02038974,0.0479535,0.6050531],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2187257,"threshold_uncertainty_score":0.7317102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757999899295888,"score_gpt":0.2300604523115013,"score_spread":0.2024804533185424,"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."}}