{"id":"W6931624242","doi":"10.5281/zenodo.5776645","title":"akhanf/snakebids: 0.4.1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Identification (biology); Process (computing); Product (mathematics)","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":[0.00454426,0.0009821198,0.001024015,0.002980698,0.001103795,0.005827902,0.003387815,0.002428747,0.8498104],"category_scores_gemma":[0.0156048,0.0005900301,0.001117246,0.001667774,0.001240209,0.002606436,0.003537684,0.001986651,0.7532389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419227,"about_ca_system_score_gemma":0.001997134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459319,"about_ca_topic_score_gemma":0.001626225,"domain_scores_codex":[0.9980959,0.0003854472,0.0001357569,0.0003160503,0.0008006051,0.0002661315],"domain_scores_gemma":[0.9926437,0.0008397512,0.0003122778,0.002380021,0.002055209,0.001769105],"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":[0.0003894543,0.00009183591,0.0002772911,0.0002875772,0.00001563065,0.0001152323,0.00007022159,0.0001077091,0.0006916974,0.006904639,0.834058,0.1569907],"study_design_scores_gemma":[0.00005236893,0.00003028841,0.0003933382,0.00009128991,0.000004470064,0.0001489478,0.00002320325,0.00008169272,0.0003438953,0.001796858,0.9970248,0.000008883952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.00164039,0.0007336122,0.009675734,0.003900276,0.005980928,0.000651242,0.02936235,0.04812261,0.8999329],"genre_scores_gemma":[0.00969027,0.0005856478,0.01081038,0.001671372,0.0007845691,0.0007179275,0.02365141,0.02527152,0.9268169],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.8498104,"threshold_uncertainty_score":0.2142272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07555529943616639,"score_gpt":0.2783644218940012,"score_spread":0.2028091224578348,"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."}}