{"id":"W6930657190","doi":"10.5281/zenodo.14510309","title":"Bridge2AI Voice REDCap","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Field (mathematics); Quality (philosophy); Component (thermodynamics); Electronic data capture","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":["insufficient_payload"],"category_scores_codex":[0.001483816,0.002687437,0.00130071,0.002609516,0.001909178,0.007919297,0.003797422,0.002713704,0.8869245],"category_scores_gemma":[0.008361142,0.001336247,0.001315818,0.002400597,0.0006371181,0.008552906,0.007212983,0.002988713,0.8935179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357509,"about_ca_system_score_gemma":0.001251372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005862386,"about_ca_topic_score_gemma":0.007575215,"domain_scores_codex":[0.9986921,0.0001436615,0.00006844025,0.000209684,0.0006843102,0.0002017511],"domain_scores_gemma":[0.9956167,0.0005560984,0.0001047038,0.001034611,0.002042207,0.000645707],"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":[0.00003530435,0.000007270784,0.00002892672,0.00007101182,0.000001746891,0.00001199084,0.00003623188,0.00003672556,0.0001621813,0.0007601351,0.9821854,0.0166631],"study_design_scores_gemma":[0.000013879,0.00000744202,0.0001585941,0.00003799039,0.000002370838,0.00003390207,0.00004137909,0.0001173521,0.0005091737,0.001448351,0.9976107,0.00001878563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003858958,0.0003005219,0.01343607,0.00105424,0.002442491,0.0002167365,0.06366029,0.2098895,0.7086143],"genre_scores_gemma":[0.003823516,0.0003029419,0.00722761,0.001111085,0.0006761144,0.0004525211,0.07051849,0.1672205,0.7486672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1130755,"threshold_uncertainty_score":0.1612884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06845212544561113,"score_gpt":0.2944018007543086,"score_spread":0.2259496753086974,"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."}}