{"id":"W3097129445","doi":"10.1111/sed.12821","title":"Particle‐scale characterization of volcaniclastic dust sources within Iceland","year":2020,"lang":"en","type":"article","venue":"Sedimentology","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Settling; Pyroclastic rock; Particle (ecology); Sphericity; Mineralogy; Mineral dust; Deposition (geology); Porosity; Particle size; Particle density; Aerosol; Volcano; Atmospheric sciences; Geology; Physics; Materials science; Meteorology; Geomorphology; Composite material; Volume (thermodynamics); Sediment","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006375494,0.00007264396,0.0001454837,0.00001432159,0.00004246461,0.00001035972,0.00009589367,0.00005073831,0.001133812],"category_scores_gemma":[0.00002766325,0.00005914729,0.00002059169,0.0001458739,0.00007021577,0.00009009173,0.000008385022,0.00006074644,0.0001720712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.209396e-7,"about_ca_system_score_gemma":0.0000244335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001688223,"about_ca_topic_score_gemma":0.0002359075,"domain_scores_codex":[0.9993807,0.0000404252,0.0001656568,0.0001534307,0.0000948746,0.0001649241],"domain_scores_gemma":[0.9996696,0.00004263512,0.00009939701,0.00005782701,0.00002015494,0.0001104331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001550932,0.00001873809,0.9730452,0.0001162201,0.00002585299,0.00001509766,0.003334459,0.001211198,0.01779307,0.00007255735,0.0001163064,0.004096234],"study_design_scores_gemma":[0.0006977695,0.0009006115,0.7653888,0.00001944816,0.00005403971,0.00001664492,0.0004534364,0.1986873,0.03061685,0.0001465367,0.002815774,0.00020285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975261,0.0001367359,0.0004106339,0.001165337,0.0001787553,0.00007910763,0.00002262976,0.00002719901,0.0004534627],"genre_scores_gemma":[0.9990318,0.000009539427,0.00005049553,0.0006855152,0.00009876098,6.343831e-7,0.0000596538,0.000002294756,0.00006126946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2076564,"threshold_uncertainty_score":0.9997793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113623036974022,"score_gpt":0.1931393178066044,"score_spread":0.1817770141092022,"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."}}