{"id":"W4391583346","doi":"10.14746/logos.2023.29.3.18","title":"Critical assessment of Jenny's soil forming equation in light of cosmic airbursts on the Viso Massif","year":2023,"lang":"en","type":"article","venue":"Geologos","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University; Purdue University; National Geographic Society","keywords":"Massif; COSMIC cancer database; Geology; Geomorphology; Astronomy; Geochemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003111909,0.00004718923,0.00008813549,0.00006268405,0.00003851188,0.000006561339,0.00008955289,0.00001719297,0.00005913468],"category_scores_gemma":[0.00002143943,0.00003334223,0.00002542009,0.0002002556,0.00003988258,0.0001352426,0.00002150408,0.00006640112,0.00006094654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008354002,"about_ca_system_score_gemma":0.00004530676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007955693,"about_ca_topic_score_gemma":0.00001646751,"domain_scores_codex":[0.9994586,0.00003929136,0.00015397,0.00008896123,0.000129555,0.0001296815],"domain_scores_gemma":[0.9996209,0.0001845892,0.00004979021,0.0001048911,0.00002551567,0.00001435201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003129031,0.0002577823,0.4870324,0.00004921307,0.00003264154,0.00000479883,0.001949222,0.0258436,0.02145337,0.4448866,0.002493214,0.01596586],"study_design_scores_gemma":[0.0006113356,0.0004343807,0.5028292,0.0001682202,0.00002558233,4.791475e-7,0.00292614,0.3706853,0.01835569,0.1024217,0.001302939,0.000239041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886907,0.000003137209,0.002410352,0.002205793,0.00009363964,0.0001062558,0.00001019241,0.000008276727,0.006471648],"genre_scores_gemma":[0.9996905,0.000001655856,0.00006238091,0.00003887441,0.00003294719,0.00001416995,0.00008424467,0.000001923604,0.00007326845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448417,"threshold_uncertainty_score":0.1359657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327184275312954,"score_gpt":0.2922654665113062,"score_spread":0.2595470389800109,"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."}}