{"id":"W7111558817","doi":"","title":"Sorani Kurdish acoustic model","year":2024,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Work (physics); Set (abstract data type); Context (archaeology); Sound (geography)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004947579,0.00113062,0.0008112515,0.0006620772,0.0009719312,0.001062178,0.00165972,0.001387815,0.02053547],"category_scores_gemma":[0.001154054,0.0006030282,0.0007927095,0.0006513082,0.000520214,0.001223819,0.001336268,0.001588344,0.01469544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172673,"about_ca_system_score_gemma":0.002625464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04099382,"about_ca_topic_score_gemma":0.05290559,"domain_scores_codex":[0.9995659,0.0000656551,0.00001560487,0.0001229409,0.0001753866,0.0000545157],"domain_scores_gemma":[0.999692,0.00004178295,0.00001777831,0.00007001232,0.0001526387,0.00002580076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002304056,0.00007899943,0.001110947,0.0002357395,0.0001037577,0.0005478895,0.0005186351,0.264125,0.03102247,0.3713287,0.08353378,0.2471638],"study_design_scores_gemma":[0.00003199746,0.00005496408,0.001023971,0.0000409749,0.00003915053,0.0002658588,0.00009650913,0.8081887,0.005903869,0.05084381,0.1333835,0.0001267092],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006848368,0.000685927,0.959006,0.001134338,0.000563836,0.00009019324,0.001765828,0.002410969,0.02749452],"genre_scores_gemma":[0.2598833,0.001461008,0.5145242,0.001018302,0.0005394427,0.0004003777,0.005386878,0.00370904,0.2130774],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04099382,"threshold_uncertainty_score":0.08151042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184599609559271,"score_gpt":0.2721172673219697,"score_spread":0.2536573063660426,"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."}}