{"id":"W4405073735","doi":"10.46747/cfp.701112746","title":"A ridge in southern Chad","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Geological and Geophysical Studies Worldwide","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Ridge; Computer science; Data science; World Wide Web; Paleontology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006120378,0.0001238073,0.000144793,0.0001008187,0.00009253842,0.00006103521,0.0001554242,0.00003960481,0.0001115822],"category_scores_gemma":[0.000004201659,0.00009566368,0.00006605271,0.0005254802,0.00007128978,0.00007009308,0.000006319336,0.0001758851,0.007757047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001546243,"about_ca_system_score_gemma":0.00008701329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2881989,"about_ca_topic_score_gemma":0.5761678,"domain_scores_codex":[0.9990153,0.00002475595,0.0001073833,0.0002647826,0.0001013598,0.000486411],"domain_scores_gemma":[0.9995635,0.00005774885,0.000008551956,0.0001013632,0.000009284011,0.0002595831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00000752836,0.00001553209,0.01724209,0.00003228438,0.00003428999,0.0005095608,0.0004881744,0.0005094907,0.00005084831,0.001903399,0.01986424,0.9593425],"study_design_scores_gemma":[0.00007973799,0.00004981057,0.5492373,0.00004471415,0.00000638453,2.968914e-7,0.0006884484,0.002878916,0.000002773927,0.008463968,0.4383073,0.0002404556],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4997826,0.004878232,0.000002635392,0.003275783,0.0005329035,0.0001564701,0.0004631843,0.00008449144,0.4908237],"genre_scores_gemma":[0.9740844,0.00001415351,0.00001152307,0.02434767,0.0002513448,0.000002209227,0.00006124839,0.00000339002,0.001223998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9591021,"threshold_uncertainty_score":0.9930155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377534657985055,"score_gpt":0.1848358600075847,"score_spread":0.1710605134277341,"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."}}