{"id":"W6967905468","doi":"10.5281/zenodo.13823593","title":"EXPERIENCE OF FOREIGN COUNTRIES ON PRELIMINARY HEARING","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing loss; Hearing aid; Developed country; Developing country","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":[0.007755155,0.0007904111,0.0004706168,0.001208998,0.009163919,0.006085088,0.001208425,0.00265345,0.02439904],"category_scores_gemma":[0.01189152,0.0003446289,0.0006935261,0.002088963,0.002597205,0.002929685,0.00631798,0.003623293,0.003654254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637337,"about_ca_system_score_gemma":0.006818925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0218593,"about_ca_topic_score_gemma":0.01755538,"domain_scores_codex":[0.9955313,0.00184915,0.0002484887,0.0001918801,0.0004377948,0.001741371],"domain_scores_gemma":[0.9941281,0.001527692,0.0005016959,0.0004170593,0.001333043,0.002092484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001293223,0.001013934,0.07214155,0.001683092,0.0001023994,0.0491127,0.3686791,0.00222245,0.004232691,0.06171213,0.1836717,0.254135],"study_design_scores_gemma":[0.00004995283,0.0004529378,0.01891007,0.000730136,0.00003477741,0.006256177,0.3657288,0.0002505469,0.001390674,0.001866331,0.604189,0.0001404894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6331893,0.008192561,0.003613881,0.02129474,0.003529038,0.000345845,0.000553304,0.0003719877,0.3289093],"genre_scores_gemma":[0.8905839,0.005371005,0.001352794,0.008656813,0.0004087265,0.0001205381,0.0004056834,0.0001742144,0.09292639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02439904,"threshold_uncertainty_score":0.0816229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914241606832766,"score_gpt":0.2342752159008234,"score_spread":0.2051327998324957,"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."}}