{"id":"W3211120245","doi":"10.5281/zenodo.5046661","title":"ExploreASL/ExploreASL: ExploreASL v1.7.0","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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":[0.004417896,0.005634506,0.002608256,0.004330926,0.001729007,0.006616477,0.006772242,0.002552229,0.3105882],"category_scores_gemma":[0.01339141,0.003377028,0.004604759,0.003267679,0.001123827,0.00596825,0.0071823,0.003920175,0.2713992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770313,"about_ca_system_score_gemma":0.003168356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004940266,"about_ca_topic_score_gemma":0.007114173,"domain_scores_codex":[0.99762,0.000399594,0.0002582548,0.0006481874,0.0007948047,0.0002791207],"domain_scores_gemma":[0.9962328,0.001293843,0.0002473644,0.0008735921,0.001024259,0.0003281136],"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":[0.0003567875,0.000029895,0.0006072501,0.001269758,0.0001225598,0.0001020521,0.0001917241,0.0005934197,0.002980655,0.00261672,0.9698701,0.02125916],"study_design_scores_gemma":[0.0003738865,0.00008550283,0.001773664,0.0003702552,0.0001111853,0.000256917,0.0001475654,0.005549368,0.01401084,0.01733681,0.9597451,0.000238846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009864433,0.0004604128,0.03850629,0.000574564,0.0004003778,0.0002398155,0.1681242,0.7798601,0.01084783],"genre_scores_gemma":[0.00761929,0.0004241548,0.06871337,0.001172839,0.0002132572,0.002213731,0.314447,0.5902751,0.01492123],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3105882,"threshold_uncertainty_score":0.9833622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07513490076175912,"score_gpt":0.2492624769311891,"score_spread":0.17412757616943,"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."}}