{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005908281,0.0007132516,0.0003421599,0.001203606,0.002117246,0.002569305,0.0006894098,0.0007257143,0.1838211],"category_scores_gemma":[0.002508491,0.0001739351,0.0003401063,0.0008127596,0.0007923726,0.001350748,0.002761978,0.000991402,0.05983564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016163,"about_ca_system_score_gemma":0.0004051184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744766,"about_ca_topic_score_gemma":0.01549007,"domain_scores_codex":[0.9993567,0.0001062153,0.00002841313,0.000126268,0.0002738465,0.0001085327],"domain_scores_gemma":[0.9987098,0.0002275583,0.0000489698,0.0001825066,0.0003347685,0.0004964502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003745542,0.0001146778,0.005718019,0.0004900356,0.00001854295,0.0008135346,0.0118192,0.0001312878,0.01189748,0.01763671,0.5102444,0.4407416],"study_design_scores_gemma":[0.00000808161,0.0000423819,0.00687118,0.00009393747,0.000003799485,0.0005302423,0.001643418,0.0001134843,0.0005628653,0.0008004256,0.989311,0.00001929527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03548812,0.00161712,0.01180411,0.001412129,0.003603283,0.00050744,0.007095732,0.004566666,0.9339052],"genre_scores_gemma":[0.1130774,0.0009234451,0.01588147,0.001744544,0.0009025676,0.0003407668,0.007552589,0.00248288,0.8570943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1838211,"threshold_uncertainty_score":0.614943,"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."}}