{"id":"W6936310277","doi":"10.57745/stlixy","title":"Description_FreeDataBase_Calcium_Phosphorus_Intake.pdf","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Identification (biology); Set (abstract data type); Process (computing); Product (mathematics); Relation (database)","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":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007462008,0.001501721,0.001599255,0.0006706281,0.0003185279,0.0003825338,0.01294606,0.003045644,0.01034678],"category_scores_gemma":[0.01229822,0.001620935,0.0002791011,0.003046952,0.0005853742,0.001262022,0.005137856,0.007499474,0.05451688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680597,"about_ca_system_score_gemma":0.002185816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004808036,"about_ca_topic_score_gemma":0.001265781,"domain_scores_codex":[0.9899361,0.00228073,0.001491583,0.003460429,0.001399344,0.001431799],"domain_scores_gemma":[0.9770137,0.001819258,0.0008632099,0.01936848,0.0004774215,0.0004579312],"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":[0.0001091754,0.0003662444,0.00001352941,0.0007228521,0.0003529957,0.0001027131,0.000008463747,0.000003624014,0.0001686821,0.00004934142,0.9941229,0.003979431],"study_design_scores_gemma":[0.0008534912,0.00003518076,0.00001826394,0.001184916,0.0005793027,0.00003323162,0.00002884998,0.0001313765,0.0003948641,0.0001399332,0.9951035,0.001497096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001838405,0.008028953,0.0008901482,0.0002412134,0.003346185,0.001049498,0.9829385,0.0004945882,0.003009095],"genre_scores_gemma":[1.411056e-7,0.00590362,0.009386959,0.00211272,0.000850338,0.000219951,0.9548365,0.0001305279,0.02655928],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0441701,"threshold_uncertainty_score":0.9997732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3111940260396803,"score_gpt":0.423984980582042,"score_spread":0.1127909545423617,"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."}}