{"id":"W3208816465","doi":"10.5281/zenodo.5504194","title":"ExploreASL/ExploreASL: ExploreASL v1.8.0","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":[0.003425759,0.003811768,0.001577671,0.003057565,0.001314832,0.007225581,0.006327636,0.002561289,0.4075713],"category_scores_gemma":[0.01314857,0.00316963,0.003069033,0.002460746,0.001303399,0.00797214,0.006730294,0.004793199,0.4593526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784624,"about_ca_system_score_gemma":0.002798426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005701358,"about_ca_topic_score_gemma":0.0052409,"domain_scores_codex":[0.9970484,0.0005329915,0.0002667532,0.0005634571,0.001230352,0.0003581746],"domain_scores_gemma":[0.9958529,0.001019877,0.0002085164,0.001070886,0.001500534,0.0003472637],"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":[0.0002954232,0.00003903127,0.0003672431,0.0007263673,0.00004108723,0.0001072109,0.0002477726,0.0006222065,0.002129265,0.006632918,0.953996,0.0347955],"study_design_scores_gemma":[0.0001434913,0.00003877516,0.0004439194,0.0002007578,0.00002759858,0.0001594078,0.0001076557,0.002497507,0.00574375,0.009469816,0.9810524,0.0001148047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007513457,0.0003080667,0.05095498,0.0006259283,0.0003388427,0.0002540321,0.05950721,0.8447351,0.04252444],"genre_scores_gemma":[0.008580919,0.0003911591,0.04377192,0.0009061754,0.0001373462,0.001080276,0.1310197,0.7591201,0.05499241],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4075713,"threshold_uncertainty_score":0.8450276,"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."}}