{"id":"W2034496150","doi":"10.1016/s1079-2104(00)70108-9","title":"Let us endeavor to say what we mean","year":2000,"lang":"en","type":"letter","venue":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology and Endodontology","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002586282,0.001582087,0.004285664,0.0006957385,0.0007588258,0.00007321571,0.00115334,0.002691391,0.01099145],"category_scores_gemma":[0.0005875014,0.001211367,0.0005127965,0.0009178509,0.007707953,0.00079937,0.0007570185,0.002823693,0.002029037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916879,"about_ca_system_score_gemma":0.00008875768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198837,"about_ca_topic_score_gemma":0.00410283,"domain_scores_codex":[0.9892742,0.002376356,0.001585674,0.002857822,0.0007028189,0.003203111],"domain_scores_gemma":[0.9960504,0.001564337,0.0005407216,0.001145977,0.00005507042,0.0006435477],"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":[0.0003334944,0.00005799408,0.05582327,0.00004515702,0.0001433413,0.007695483,0.0007353721,0.00001403508,0.0002338626,0.00002679042,0.7964968,0.1383944],"study_design_scores_gemma":[0.001036484,0.001560148,0.03175903,0.0001796541,0.0004005955,0.00698129,0.0004936194,0.00001709237,0.00002768424,0.002286972,0.9538208,0.001436582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2334428,0.009183626,0.00004225965,0.7440897,0.00699286,0.0009083367,0.00007744333,0.0003114488,0.004951444],"genre_scores_gemma":[0.06063123,0.02459705,0.001126362,0.9041758,0.002696882,0.0003327386,0.0006635119,0.000187139,0.005589305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1728116,"threshold_uncertainty_score":0.9996927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133009350392725,"score_gpt":0.2801815027463579,"score_spread":0.2388514092424307,"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."}}