{"id":"W6930638525","doi":"10.5281/zenodo.14991130","title":"neurobagel_annotation_tool","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Annotation; JavaScript; Process (computing); Web application","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":[0.001986836,0.003746362,0.001820889,0.006066695,0.001970696,0.004299204,0.003442219,0.002032906,0.147979],"category_scores_gemma":[0.004539155,0.00178638,0.001856898,0.003095411,0.0008900262,0.003233267,0.005582273,0.00233217,0.1936964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435361,"about_ca_system_score_gemma":0.002379415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006831029,"about_ca_topic_score_gemma":0.009904127,"domain_scores_codex":[0.9979928,0.000264546,0.0001982135,0.0006498776,0.0007148766,0.0001797146],"domain_scores_gemma":[0.9980208,0.0006634563,0.0001319517,0.0004509399,0.0006114544,0.0001214403],"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":[0.000204943,0.00003400963,0.0005548531,0.001304764,0.00004728735,0.0003742668,0.0003305982,0.0006500527,0.003605045,0.005300592,0.9328807,0.05471288],"study_design_scores_gemma":[0.00003165194,0.000008149539,0.0003898184,0.0002110187,0.00003078301,0.0002671263,0.00009503806,0.00167444,0.0067835,0.005619676,0.9848028,0.00008600117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002054746,0.0009732725,0.1204687,0.0006970835,0.0009665806,0.000292165,0.295307,0.5147269,0.06451351],"genre_scores_gemma":[0.01541356,0.001052782,0.1177414,0.001318342,0.0002271807,0.001532495,0.5780079,0.2266873,0.05801899],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.147979,"threshold_uncertainty_score":0.4950392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211099189648378,"score_gpt":0.215394436277089,"score_spread":0.2032834443806052,"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."}}