{"id":"W6976887252","doi":"10.6084/m9.figshare.19092083.v2","title":"When Heterophony Becomes Polyphony [Slideshow]","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"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":[0.000228625,0.0005159146,0.0002367632,0.0006104271,0.002925179,0.003553594,0.0008216939,0.0008913361,0.3700156],"category_scores_gemma":[0.00126605,0.0002221411,0.0003057107,0.0007169027,0.001209641,0.003073682,0.002316284,0.001609199,0.06996506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350195,"about_ca_system_score_gemma":0.001372993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176663,"about_ca_topic_score_gemma":0.06210933,"domain_scores_codex":[0.9998422,0.00002709729,0.000004499201,0.00002620061,0.00006333896,0.00003674034],"domain_scores_gemma":[0.9996837,0.00005412457,0.00001694045,0.00002804563,0.0001027229,0.0001144134],"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":[0.00002309803,0.00001108624,0.00005428828,0.0000732324,0.000001880831,0.00007973615,0.0008647187,0.00002172079,0.0007803089,0.005969422,0.9697853,0.02233511],"study_design_scores_gemma":[0.000007080184,0.00000902488,0.0008969268,0.0001048931,0.000003581697,0.00007096519,0.001528279,0.00004841525,0.0005488825,0.003200309,0.993571,0.00001057171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003046945,0.001949521,0.002563909,0.01170001,0.006852113,0.0001086765,0.001606975,0.001921731,0.9702501],"genre_scores_gemma":[0.02772249,0.002119444,0.002023696,0.003574276,0.002040439,0.0001476557,0.001423534,0.001422441,0.959526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3700156,"threshold_uncertainty_score":0.8985963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033763286886662,"score_gpt":0.3078371738643442,"score_spread":0.2674995409954776,"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."}}