{"id":"W7117267976","doi":"10.63064/khtnmt.2025.750","title":"ỨNG DỤNG MÁY ĐO SÂU HỒI ÂM ĐA TIA TELEDYNE ODOM MB1 TRONG CÔNG TÁC ĐO ĐẠC VÀ THÀNH LẬP BẢN ĐỒ ĐỊA HÌNH ĐÁY BIỂN","year":2015,"lang":"","type":"article","venue":"Tạp chí Khoa học Tài nguyên và Môi trường","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Cote d ivoire; Work (physics); Quarter (Canadian coin)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.007522415,0.003390583,0.003594619,0.000781555,0.003573722,0.001404403,0.006320082,0.001477822,0.015843],"category_scores_gemma":[0.003293944,0.003294788,0.001503537,0.00423013,0.005749486,0.003751519,0.008693479,0.004481143,0.01882024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006393026,"about_ca_system_score_gemma":0.0009212471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00288546,"about_ca_topic_score_gemma":0.001651015,"domain_scores_codex":[0.9732447,0.001744735,0.003936576,0.005324211,0.007749601,0.008000158],"domain_scores_gemma":[0.9869177,0.001497129,0.001573949,0.005500125,0.0004339032,0.004077147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002889747,0.006050486,0.140126,0.001805798,0.003912954,0.003896168,0.03820932,0.014945,0.06603377,0.002402057,0.3048894,0.4148393],"study_design_scores_gemma":[0.02469023,0.006085675,0.1720898,0.00298646,0.001973654,0.0007570235,0.03196858,0.04585787,0.02617687,0.006816148,0.6658732,0.01472448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7361286,0.02430181,0.00269837,0.009661699,0.01029637,0.009066233,0.0008853155,0.001405349,0.2055563],"genre_scores_gemma":[0.9574245,0.004984557,0.004612986,0.001153236,0.003360192,0.0006211087,0.0001156416,0.0006789891,0.02704882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4001149,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06331649982256798,"score_gpt":0.3178676684979195,"score_spread":0.2545511686753515,"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."}}