{"id":"W7087183019","doi":"10.57745/wsop6v","title":"Figure4Box.tif","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Atomic force microscopy; Distribution (mathematics); Image processing; Chemical technology","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":["insufficient_payload"],"category_scores_codex":[0.0008583429,0.000401069,0.0005581612,0.000129211,0.0001824788,0.0001985346,0.004430415,0.0011386,0.01048791],"category_scores_gemma":[0.002042709,0.0003141787,0.0001017044,0.0008079899,0.0002008051,0.0003015565,0.0003453791,0.002970018,0.001989278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002132235,"about_ca_system_score_gemma":0.0004537634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02648771,"about_ca_topic_score_gemma":0.01884943,"domain_scores_codex":[0.9962514,0.0007551301,0.0004401333,0.001135924,0.0006700301,0.000747359],"domain_scores_gemma":[0.9949017,0.001598983,0.0001056307,0.003028515,0.0000713273,0.0002937986],"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":[0.00003440102,0.00003283493,0.00239499,0.0002870419,0.00004258038,0.00004903805,0.000001807164,0.000009106234,7.930565e-7,0.000003682939,0.9222355,0.07490824],"study_design_scores_gemma":[0.0001843333,0.00005839801,0.01453078,0.0001190302,0.00003970749,0.000005326069,0.000003902582,0.0003273438,0.000003402371,0.0003593429,0.9840119,0.0003564569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005681048,0.005295196,0.0001040141,0.0009887092,0.0007550882,0.0002800355,0.9909933,0.0000599342,0.001466959],"genre_scores_gemma":[0.00002150967,0.00560834,0.001804104,0.0008349093,0.0006725224,0.00000436601,0.987623,0.000003868908,0.003427336],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07455178,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2240531798407633,"score_gpt":0.3895176789029436,"score_spread":0.1654644990621804,"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."}}