{"id":"W6898808925","doi":"10.57745/swpkvb","title":"SOC storage potential topsoil percentile 0.80 mean.tif","year":2022,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Cardiac electrophysiology and arrhythmias","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001722423,0.0006117603,0.001218393,0.0001741491,0.0003285429,0.00004672163,0.00145551,0.001297676,0.03136507],"category_scores_gemma":[0.0007704555,0.0006097216,0.0003758305,0.0005159945,0.0002216523,0.0002215545,0.001482983,0.005473185,0.0007142752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004818763,"about_ca_system_score_gemma":0.0008892783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005810779,"about_ca_topic_score_gemma":0.00006215724,"domain_scores_codex":[0.9953043,0.001118899,0.0005439655,0.00154887,0.0006996201,0.000784299],"domain_scores_gemma":[0.9943018,0.0003571414,0.0002911887,0.004706507,0.0001062724,0.0002370889],"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":[0.0003104994,0.0002270431,0.000002905299,0.0004006209,0.0003963139,0.001646037,0.00004693605,0.00003366336,0.0005821107,0.000002794861,0.9893396,0.007011435],"study_design_scores_gemma":[0.0009724953,0.0002132977,0.0002023629,0.0001113122,0.0007189439,0.0007073623,0.00005796444,0.0001298148,0.00005039433,0.00004092724,0.9962319,0.0005632093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001475689,0.005584264,0.00008478927,0.0006547509,0.002021339,0.0006141177,0.9892185,0.0001274199,0.0002190687],"genre_scores_gemma":[0.0001102204,0.007524726,0.0005390508,0.001789677,0.002219211,0.00009430711,0.9820186,0.00008229888,0.005621864],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03065079,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0844672225005556,"score_gpt":0.3538836422713272,"score_spread":0.2694164197707716,"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."}}