{"id":"W6931267469","doi":"10.5281/zenodo.4265122","title":"digitallinguistics/app: v0.1.9","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"","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":[0.001303387,0.001792688,0.0008684166,0.001285317,0.0005249565,0.002108097,0.002072219,0.00161709,0.4479056],"category_scores_gemma":[0.004625431,0.0009870332,0.0007476613,0.0005286272,0.0004334375,0.002348156,0.003510896,0.001381638,0.4316141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434638,"about_ca_system_score_gemma":0.0005311666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357917,"about_ca_topic_score_gemma":0.003428075,"domain_scores_codex":[0.9992319,0.00008291003,0.00004635245,0.0001568768,0.0003632935,0.0001186509],"domain_scores_gemma":[0.9981926,0.000524761,0.00006486962,0.0004610149,0.0005131088,0.0002436833],"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":[0.0004712481,0.00003880451,0.000442057,0.0003103427,0.00001812625,0.0001915251,0.0001809957,0.0001093785,0.003537293,0.00136234,0.9124008,0.0809371],"study_design_scores_gemma":[0.0002302035,0.0001262305,0.002275391,0.0001704727,0.00002829649,0.0006016329,0.00009035727,0.002766785,0.01121907,0.003717974,0.9786589,0.0001146683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002047651,0.0004368475,0.05795691,0.0005048211,0.0009399756,0.0004381769,0.03371593,0.7958356,0.1081241],"genre_scores_gemma":[0.03972311,0.000650308,0.04805735,0.002837204,0.0007820812,0.001492113,0.09872375,0.3832798,0.4244543],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4479056,"threshold_uncertainty_score":0.7874956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05010642552291321,"score_gpt":0.267685653346643,"score_spread":0.2175792278237298,"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."}}