{"id":"W7087011783","doi":"10.57745/3ltmmo","title":"Figure2.tif","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"","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"],"consensus_categories":[],"category_scores_codex":[0.001228664,0.0003716062,0.0004222849,0.0001296446,0.00006099566,0.00009452709,0.001887263,0.001045303,0.0006137921],"category_scores_gemma":[0.0009453179,0.000358846,0.00007295048,0.0004072951,0.00002766269,0.0002531334,0.0002991524,0.00279171,0.0003903489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406238,"about_ca_system_score_gemma":0.00009572536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001706858,"about_ca_topic_score_gemma":0.0001193308,"domain_scores_codex":[0.9983179,0.0002294014,0.0003693489,0.0005403197,0.0002266025,0.0003164327],"domain_scores_gemma":[0.9967088,0.000428718,0.00007155682,0.002672391,0.0000292752,0.00008929094],"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":[0.000002624467,0.00001994,6.346302e-7,0.0005728146,0.00007719751,0.000008480815,0.000003501789,0.0000605373,0.0001011998,0.000002892649,0.9689418,0.03020836],"study_design_scores_gemma":[0.0001112259,0.000004880411,0.000009242466,0.0002687762,0.00006053102,0.000005328463,0.000005162564,0.00205234,0.0001264834,0.00002203457,0.996966,0.0003680091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002255548,0.004178721,0.001527997,0.00009131018,0.002075649,0.0001771446,0.9882734,0.0002730205,0.003400455],"genre_scores_gemma":[0.000001354123,0.007099061,0.002597135,0.0003519809,0.0004494113,0.00001837912,0.98435,0.00002016674,0.005112537],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02984035,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1975258345175292,"score_gpt":0.3835866212861364,"score_spread":0.1860607867686072,"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."}}