{"id":"W7079991002","doi":"10.57745/veviwf","title":"2025-06-28-Diat.barcode_release-version 14.2.xlsx","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00151435,0.002351195,0.001597991,0.003639604,0.001032826,0.003257275,0.003080826,0.002182671,0.1826184],"category_scores_gemma":[0.008520353,0.001257149,0.001626901,0.006011663,0.0005789133,0.002641434,0.002514877,0.002251699,0.2867002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036228,"about_ca_system_score_gemma":0.003115359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03309768,"about_ca_topic_score_gemma":0.04163653,"domain_scores_codex":[0.9985166,0.0002100458,0.0002087997,0.0004047734,0.0003681046,0.0002917824],"domain_scores_gemma":[0.9967502,0.0007097663,0.0002404951,0.0008979156,0.001078857,0.0003226693],"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":[0.0000547391,0.00001278304,0.0003353235,0.0003222317,0.00001441484,0.000009448931,0.00001705705,0.0001505826,0.0001203699,0.0004599279,0.9973273,0.001175917],"study_design_scores_gemma":[0.0001999072,0.00001256879,0.001875974,0.000158292,0.00001344027,0.00002907123,0.00005724134,0.000216697,0.0005653514,0.001277139,0.995564,0.00003039293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000421831,0.00001579425,0.00007445918,0.00004251743,0.0000252398,0.00001158421,0.9984373,0.0006859881,0.0006647779],"genre_scores_gemma":[0.0001818863,0.00002514969,0.0003129169,0.00005008161,0.000006724114,0.00006184317,0.9981742,0.0003360698,0.0008511048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8173816,"threshold_uncertainty_score":0.6109193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159052598399119,"score_gpt":0.3401422705484516,"score_spread":0.2242370107085397,"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."}}