{"id":"W4400289064","doi":"10.1121/10.0026957","title":"On the elements of an excellent research paper","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1004955,0.0007782002,0.001202811,0.004626432,0.005917348,0.03391917,0.002562611,0.004719128,0.01104525],"category_scores_gemma":[0.2855571,0.0006755241,0.001024478,0.003492941,0.01288125,0.01228264,0.01577399,0.007413603,0.007836179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004155058,"about_ca_system_score_gemma":0.01673463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395611,"about_ca_topic_score_gemma":0.000662473,"domain_scores_codex":[0.857284,0.06266204,0.01401534,0.005480177,0.05732375,0.003234641],"domain_scores_gemma":[0.6040093,0.1366334,0.03664494,0.02712446,0.1273672,0.06822053],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003203406,0.0002079637,0.005189602,0.003338255,0.0001795957,0.001808403,0.01818804,0.0006111145,0.003381026,0.2673518,0.3096746,0.3897493],"study_design_scores_gemma":[0.00005700268,0.0003728708,0.003087725,0.00203492,0.00008334906,0.002104326,0.007041877,0.0003324783,0.001334803,0.0963214,0.8870932,0.0001361773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02657165,0.0302499,0.08336559,0.4698191,0.1306856,0.001419606,0.0004021523,0.00116652,0.2563199],"genre_scores_gemma":[0.4275103,0.04225308,0.1813535,0.08497701,0.123507,0.002351862,0.0008303901,0.001798791,0.1354181],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8995045,"threshold_uncertainty_score":0.5314775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684124055658797,"score_gpt":0.3342911631134698,"score_spread":0.3074499225568818,"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."}}