{"id":"W4400015021","doi":"10.14236/ewic/eva2024.44","title":"Your Data Body","year":2024,"lang":"en","type":"article","venue":"Electronic workshops in computing","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007639556,0.001042828,0.0009909463,0.003299395,0.003661187,0.01461568,0.003081346,0.005236246,0.4833242],"category_scores_gemma":[0.0558771,0.001116222,0.001011371,0.00389468,0.002437396,0.0193409,0.01491237,0.003732178,0.4624479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197571,"about_ca_system_score_gemma":0.003551194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956165,"about_ca_topic_score_gemma":0.00167099,"domain_scores_codex":[0.9915357,0.002520204,0.0009653321,0.001118655,0.003230257,0.0006297791],"domain_scores_gemma":[0.9633959,0.009175077,0.001340294,0.0133217,0.01036012,0.002406919],"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":[0.00006612746,0.00002560186,0.0003414437,0.0002096908,0.000006530518,0.0001273819,0.0009719866,0.00007778556,0.0005696666,0.04406439,0.880025,0.07351429],"study_design_scores_gemma":[0.000003138191,0.000003344099,0.00005782399,0.00005716678,0.000001158948,0.0000743225,0.0001276822,0.00003367617,0.0001537471,0.001937517,0.997544,0.000006364192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001478082,0.001162544,0.06399629,0.03252803,0.00781871,0.001010074,0.02828187,0.02058414,0.8431402],"genre_scores_gemma":[0.01941597,0.002380819,0.02792978,0.01762538,0.003507225,0.001252803,0.03811767,0.01999519,0.8697751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4833242,"threshold_uncertainty_score":0.7369753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2266594355439676,"score_gpt":0.4733566933482829,"score_spread":0.2466972578043153,"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."}}