{"id":"W4287601469","doi":"10.5281/zenodo.4265633","title":"MeDAL","year":2020,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Medal; Art; Art history","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":[0.001740196,0.001482231,0.001286566,0.002732782,0.001863407,0.006826773,0.002941986,0.002573923,0.8560106],"category_scores_gemma":[0.008305081,0.0007599624,0.001214917,0.002156761,0.0006156341,0.005026431,0.005615383,0.001951151,0.8282802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709974,"about_ca_system_score_gemma":0.002279804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168874,"about_ca_topic_score_gemma":0.005145925,"domain_scores_codex":[0.9979624,0.0002837369,0.0001390834,0.0005489069,0.0008171007,0.000248865],"domain_scores_gemma":[0.9967316,0.0003931059,0.0001456048,0.0007580908,0.001052003,0.0009196364],"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":[0.00008854918,0.00001839025,0.0001827759,0.0001614148,0.000007535119,0.00004540005,0.00003509197,0.00005574091,0.0002051089,0.003135265,0.9434072,0.05265756],"study_design_scores_gemma":[0.00001559584,0.000009783761,0.0002232753,0.00004189366,0.000002365079,0.00005900712,0.00002105762,0.00005132562,0.0001199058,0.001279916,0.9981685,0.000007398642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009093941,0.001455627,0.007103626,0.00804799,0.005507164,0.0003666498,0.1138011,0.0345992,0.8282092],"genre_scores_gemma":[0.006868459,0.001501479,0.006778904,0.006434837,0.001754701,0.0004651467,0.1273551,0.01185994,0.8369815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1439894,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061411240437228,"score_gpt":0.2414854260926726,"score_spread":0.2108713136883003,"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."}}