{"id":"W3194116430","doi":"10.14279/depositonce-10493","title":"Mobile Brain/Body Imaging Data Heading Computation","year":2020,"lang":"en","type":"article","venue":"DepositOnce","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heading (navigation); Computer science; Computer vision; Computation; Artificial intelligence; Geology; Geodesy; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002285185,0.0003951493,0.0003028325,0.0007899867,0.000286528,0.0003756049,0.0002067218,0.0005036012,0.004291703],"category_scores_gemma":[0.001155874,0.0001153414,0.0002097041,0.0004813992,0.0001988914,0.0002604498,0.0003573489,0.0001976019,0.001100576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009154515,"about_ca_system_score_gemma":0.0001193901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854085,"about_ca_topic_score_gemma":0.003130601,"domain_scores_codex":[0.9998927,0.00001137521,0.00001366625,0.00003231109,0.00003020815,0.00001968543],"domain_scores_gemma":[0.9996176,0.00005061729,0.00005577234,0.00005933787,0.0001698551,0.00004680646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006190832,0.0007711849,0.2015426,0.001632595,0.0004599837,0.005841412,0.003372445,0.003159209,0.4839308,0.0007954725,0.01493677,0.2773666],"study_design_scores_gemma":[0.0002386986,0.001016767,0.9190254,0.00008287014,0.0003137201,0.008271239,0.001308342,0.00389998,0.05124578,0.001043838,0.01345075,0.0001025977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.978272,0.0004255441,0.009349477,0.0001360625,0.00004269598,0.0002758781,0.008024227,0.0002627125,0.003211439],"genre_scores_gemma":[0.9799373,0.0002691066,0.01053373,0.0001154535,0.00007216684,0.0002560189,0.006854615,0.00009210091,0.00186951],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.004291703,"threshold_uncertainty_score":0.01435721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07373060922196245,"score_gpt":0.3177087435010666,"score_spread":0.2439781342791041,"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."}}