{"id":"W6955067307","doi":"10.57745/2lgwar","title":"SOC storage potential topsoil percentile 0.85 mean.tif","year":2022,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society; International Development Research Centre","funders":"","keywords":"Percentile; Topsoil; Work (physics); Hydrology (agriculture); Statistical analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008210013,0.002163176,0.001630196,0.003354056,0.0004609643,0.002443473,0.001773809,0.001510289,0.07887872],"category_scores_gemma":[0.004756846,0.0006657451,0.00155103,0.005447466,0.0002733743,0.001225143,0.00110233,0.001281178,0.05987832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491907,"about_ca_system_score_gemma":0.001968783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1031694,"about_ca_topic_score_gemma":0.09701677,"domain_scores_codex":[0.999443,0.0000868268,0.00005839714,0.0001784723,0.0001219651,0.0001113307],"domain_scores_gemma":[0.9983265,0.0004661917,0.0001977661,0.0002624632,0.0006324499,0.0001146638],"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":[0.00007823224,0.00001717279,0.002777015,0.0007014141,0.00008063482,0.00001878921,0.00002079093,0.0008654863,0.00007671251,0.0004324218,0.9923912,0.002540224],"study_design_scores_gemma":[0.0004827947,0.0000307896,0.02294643,0.0007002005,0.00007265895,0.00006629346,0.0001658359,0.001221691,0.0003194211,0.001523528,0.9724123,0.00005804118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000109076,0.00004040463,0.00002091773,0.00002726717,0.00001225472,0.000002155389,0.9993209,0.0001128264,0.0003542627],"genre_scores_gemma":[0.001292737,0.00007655092,0.0001691788,0.00003511522,0.00001300862,0.00003633398,0.9972354,0.00007528804,0.001066515],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9211213,"threshold_uncertainty_score":0.2638757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1509170260601174,"score_gpt":0.3748015462798951,"score_spread":0.2238845202197777,"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."}}