{"id":"W7096557265","doi":"","title":"CROSS-CULTURAL &amp;amp; CROSSGENDER SPEAKING FUNDAMENTAL FREQUENCY STUDY:","year":2016,"lang":"en","type":"article","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fundamental frequency; Noise (video); Phonation","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":["insufficient_payload"],"category_scores_codex":[0.002175707,0.0001764946,0.0002599005,0.0001221,0.001292387,0.0007491675,0.0005738182,0.00006195514,0.04990242],"category_scores_gemma":[0.001287876,0.0001046081,0.0001589083,0.0006273536,0.00162193,0.001301066,0.0001599456,0.0001368633,0.009153409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000472543,"about_ca_system_score_gemma":0.0001784047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009047378,"about_ca_topic_score_gemma":0.07926489,"domain_scores_codex":[0.9960576,0.001192282,0.0003693744,0.0004914781,0.001216484,0.0006727499],"domain_scores_gemma":[0.9979416,0.0005654995,0.0001040106,0.0003242265,0.0008351542,0.0002294973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002680573,0.0003356973,0.8457197,0.000003091422,0.0002026217,0.000005008498,0.08786037,0.000001001995,0.01869003,0.03691296,0.007398521,0.002844201],"study_design_scores_gemma":[0.001713913,0.0001214891,0.4119126,0.00002515777,0.00002975708,0.000001106358,0.0870912,0.000001954046,0.000610651,0.01305392,0.4846843,0.0007539656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034905,0.00005119887,0.002232931,0.0010228,0.0001113765,0.0003162916,0.00001007676,0.00008475435,0.1926801],"genre_scores_gemma":[0.8736431,0.00001276083,0.0007035991,0.00009621696,0.0002313582,0.00003162126,0.000003907807,0.00001082685,0.1252666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4772857,"threshold_uncertainty_score":0.9975514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3044444881158764,"score_gpt":0.557839341228968,"score_spread":0.2533948531130917,"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."}}