{"id":"W7080007442","doi":"10.5281/zenodo.17050662","title":"CliMA/ClimaCore.jl: v0.14.40","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Documentation; Relation (database); Process (computing); Object (grammar); Sketch","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":[0.001539361,0.002431515,0.001998054,0.002064046,0.0008632187,0.00422348,0.005295695,0.002234126,0.4538766],"category_scores_gemma":[0.00470414,0.003258808,0.002355573,0.002688714,0.0004685746,0.004240288,0.003152426,0.002968065,0.5074955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068385,"about_ca_system_score_gemma":0.001196083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499282,"about_ca_topic_score_gemma":0.0117864,"domain_scores_codex":[0.999365,0.00008293595,0.0000549249,0.000155406,0.0002289649,0.0001127648],"domain_scores_gemma":[0.9983184,0.0002989623,0.00007419748,0.0004742993,0.0006063257,0.0002278025],"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":[0.0000384136,0.00000970066,0.0003139654,0.0003063965,0.00003426748,0.00002290247,0.00006254476,0.0005461606,0.0003138435,0.001123062,0.9910937,0.006135147],"study_design_scores_gemma":[0.0001808352,0.00001154774,0.001613798,0.0001370068,0.00002538483,0.00007009143,0.00003805107,0.002810585,0.001751132,0.003510101,0.9897524,0.00009898466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006920991,0.0002174558,0.02122643,0.0004320495,0.0004050907,0.0001525603,0.4530434,0.4844181,0.03941272],"genre_scores_gemma":[0.006901915,0.0002326014,0.01805133,0.0005166405,0.0001641789,0.0005711928,0.3968036,0.5491958,0.02756281],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4538766,"threshold_uncertainty_score":0.7789788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249149977282758,"score_gpt":0.2346931721998794,"score_spread":0.2097781744716036,"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."}}