{"id":"W4310355942","doi":"10.16995/jer.9016","title":"Branching Songs","year":2022,"lang":"en","type":"article","venue":"Journal of Embodied Research","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Emily Carr University of Art and Design","funders":"","keywords":"Soundscape; Ambisonics; Visual arts; Branching (polymer chemistry); Tree (set theory); Improvisation; Computer science; Geography; Sound (geography); Ecology; Art; Geology; Acoustics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001927087,0.00006135037,0.0001875438,0.00003469976,0.0009325299,0.00002241432,0.0004399137,0.0000331852,0.000637754],"category_scores_gemma":[0.0001973887,0.00001843303,0.000113295,0.000396481,0.00009977326,0.00005007994,0.0002878063,0.0008921821,0.00001047418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004683693,"about_ca_system_score_gemma":0.00001697805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002778984,"about_ca_topic_score_gemma":0.00002082527,"domain_scores_codex":[0.9983156,0.0004921945,0.0002162699,0.0001112216,0.0005118939,0.0003527731],"domain_scores_gemma":[0.9989638,0.0006647929,0.0001050221,0.00002231505,0.0001758567,0.00006819547],"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":[0.0003550719,0.0001532295,0.001809905,0.000002029976,0.00004147743,0.00009636727,0.00009474846,0.00001428961,0.9502276,0.0008453038,0.0168049,0.02955513],"study_design_scores_gemma":[0.001104959,0.01872675,0.1508116,0.00003510106,0.00002895168,0.0008935979,0.01011461,0.00008094089,0.01010776,0.05911471,0.748418,0.0005630387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915662,0.000734129,2.48246e-7,0.003685121,0.0001313807,0.00005742192,0.000009676759,0.000007683809,0.003808149],"genre_scores_gemma":[0.9988328,0.0001980774,0.00002287883,0.000152165,0.0004266475,0.000004773518,0.000004287376,3.396656e-7,0.0003580888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9401198,"threshold_uncertainty_score":0.717236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079479361388161,"score_gpt":0.3254715785262668,"score_spread":0.2175236423874507,"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."}}