{"id":"W7061731305","doi":"","title":"A Practitioner's View:Resonance and Sound in the Choral Line","year":2021,"lang":"en","type":"other","venue":"ResearchSpace (University of Auckland)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choir; Sound (geography); Line (geometry); Presentation (obstetrics); Nova scotia; Repertoire","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004021513,0.0001247649,0.0002378087,0.0002507701,0.00009072755,0.00004182467,0.0003495085,0.00007386855,0.1584517],"category_scores_gemma":[0.00002002985,0.0001155652,0.00006053128,0.0003747705,0.0002243502,0.00001829376,0.0002933083,0.0004434224,0.00002481176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008532011,"about_ca_system_score_gemma":0.0001511031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01945825,"about_ca_topic_score_gemma":0.014318,"domain_scores_codex":[0.9986345,0.0002451583,0.00006991211,0.0002769605,0.0005067819,0.0002667464],"domain_scores_gemma":[0.9992597,0.0001642979,0.00008761006,0.0003437349,0.00006826456,0.0000764185],"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":[0.00006630596,0.0002739207,0.006843514,0.0002406843,0.00007979043,0.0001141015,0.0008168482,0.000001139799,0.0000737493,0.003662777,0.9083047,0.07952249],"study_design_scores_gemma":[0.0007600962,0.00006982659,0.005808608,0.000182717,0.00001143957,0.0000011115,0.004844621,0.0002153327,0.000002382006,0.0001505852,0.9878337,0.0001195699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002401346,0.002799114,0.0003974958,0.008565381,0.00002586648,0.0006287077,0.0001199554,0.00001190217,0.9850503],"genre_scores_gemma":[0.01869746,0.001569457,0.0004135068,0.00002027355,0.0001488133,0.000003184578,0.0001360458,0.00004367258,0.9789676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1584269,"threshold_uncertainty_score":0.9870713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107722058881177,"score_gpt":0.2764505212162542,"score_spread":0.2553733006274424,"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."}}