{"id":"W6893169701","doi":"10.5281/zenodo.13871821","title":"Extending the Boutiques Tool Description Framework in CBRAIN","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Presentation (obstetrics); Key (lock); Field (mathematics); Abstraction; Focus (optics)","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":[],"consensus_categories":[],"category_scores_codex":[0.007944377,0.002055661,0.001634161,0.00447896,0.001014718,0.006616549,0.006324194,0.002648684,0.02253181],"category_scores_gemma":[0.01518913,0.001789189,0.003720416,0.002077503,0.00190385,0.00603749,0.006618562,0.003672502,0.01150853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00222588,"about_ca_system_score_gemma":0.003445444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03353139,"about_ca_topic_score_gemma":0.0353297,"domain_scores_codex":[0.9942386,0.001115513,0.0006995811,0.001007232,0.002363346,0.0005756195],"domain_scores_gemma":[0.9922038,0.003252856,0.0003133416,0.002405654,0.001474207,0.0003500857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001419297,0.0006100897,0.002848197,0.004071866,0.0005908654,0.002238319,0.002615393,0.04955944,0.02024547,0.1718672,0.1342597,0.6096743],"study_design_scores_gemma":[0.0003072277,0.0001487572,0.000676541,0.0007816936,0.0002345359,0.001203705,0.0004036896,0.1764827,0.02110954,0.0594434,0.7388594,0.0003488894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002933629,0.0005924729,0.8574745,0.000622557,0.0002532195,0.0004300789,0.002731887,0.1255399,0.009421741],"genre_scores_gemma":[0.08420991,0.001407892,0.8298992,0.001237549,0.0001822388,0.0007327806,0.01825577,0.04015376,0.02392083],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03353139,"threshold_uncertainty_score":0.07537639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07516039958161608,"score_gpt":0.2893905289224417,"score_spread":0.2142301293408256,"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."}}