{"id":"W6977558527","doi":"10.6084/m9.figshare.19092083","title":"When Heterophony Becomes Polyphony [Slideshow]","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoom; Polyphony; Presentation (obstetrics); Composition (language)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002218329,0.0005470468,0.0002406158,0.000662316,0.002756706,0.003520139,0.0009258275,0.0009205592,0.4695993],"category_scores_gemma":[0.001302433,0.0002498945,0.0003233175,0.0008360935,0.001079714,0.002887473,0.002218116,0.001463881,0.1005291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382242,"about_ca_system_score_gemma":0.001341375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02513575,"about_ca_topic_score_gemma":0.06888857,"domain_scores_codex":[0.999845,0.00002598405,0.000004483152,0.00002400172,0.00006336137,0.00003707171],"domain_scores_gemma":[0.9996759,0.00005215607,0.00001637457,0.00003100193,0.0001099703,0.0001147246],"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":[0.00001933787,0.000008506639,0.00004613127,0.00006059067,0.000001507511,0.00006796617,0.0004784911,0.00002245424,0.0006012176,0.004244102,0.9766039,0.01784584],"study_design_scores_gemma":[0.000006891371,0.000008602113,0.000945262,0.0001032464,0.000003027232,0.00006899173,0.0009888515,0.00004397656,0.0004284303,0.002560415,0.9948322,0.00001008115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002335647,0.001841771,0.002039839,0.009938448,0.006302576,0.0001188065,0.002324882,0.001914409,0.9731836],"genre_scores_gemma":[0.02326474,0.002287237,0.001930081,0.003275116,0.001996174,0.0001498858,0.002043864,0.001472592,0.9635803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4695993,"threshold_uncertainty_score":0.7565522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387906033779086,"score_gpt":0.2720776248082218,"score_spread":0.2281985644704309,"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."}}