{"id":"W6926378850","doi":"10.21227/4cs1-wz59","title":"ExoNet Database: Wearable Camera Images of Human Locomotion Environments","year":2020,"lang":"en","type":"dataset","venue":"IEEE DataPort","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wearable computer; Exoskeleton; Wearable technology; Scale (ratio); Image processing; Drone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002614305,0.0003845081,0.0008073276,0.0001382341,0.00008145814,0.00002124501,0.0004285508,0.0002675579,0.0016365],"category_scores_gemma":[0.00009224639,0.0003200432,0.0001251653,0.0001593381,0.0001825249,0.0001684805,0.0002137837,0.0006456441,0.0008311347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864708,"about_ca_system_score_gemma":0.00009451694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007309902,"about_ca_topic_score_gemma":0.00002003596,"domain_scores_codex":[0.9977692,0.00005222324,0.0006121575,0.0007647614,0.0005045004,0.0002971963],"domain_scores_gemma":[0.9978245,0.00002026456,0.0004490719,0.001493271,0.00003362052,0.0001792095],"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":[0.00005035586,0.0002047274,0.000008728181,0.000619898,0.0001151858,0.0001464562,0.000002736416,1.432128e-7,0.2859923,2.096008e-7,0.7125469,0.0003122931],"study_design_scores_gemma":[0.0003635882,0.0001878512,0.0001086642,0.0004024966,0.0004853176,0.00004745799,0.000006177203,4.214006e-7,0.1756442,0.000001062399,0.8225096,0.0002431307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004901877,0.0003339565,0.000007735546,0.0003528768,0.0003675335,0.0005865566,0.99779,0.00002123123,0.00004993573],"genre_scores_gemma":[0.001298817,0.001943467,0.0002288958,0.0004566458,0.0007592789,0.000002699494,0.9942312,0.00003331026,0.001045639],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1103481,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651119665482119,"score_gpt":0.2776580928997492,"score_spread":0.251146896244928,"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."}}