{"id":"W2613794707","doi":"","title":"Passionate Perspectives: Global Change Emersion in Southwestern Dust and Waters","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Geography; Global change; Environmental science; Climate change; Oceanography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004478844,0.0001228715,0.0001153909,0.00002113541,0.0001612633,0.00003706761,0.0001326894,0.00004770421,0.00001404228],"category_scores_gemma":[0.00009400833,0.00009714897,0.00002278269,0.0001372748,0.0001811594,0.000243076,0.0001991487,0.00008037769,0.0002291616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009443385,"about_ca_system_score_gemma":0.000002216369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01598912,"about_ca_topic_score_gemma":0.007798454,"domain_scores_codex":[0.9988694,0.00003500824,0.0001543424,0.0003600217,0.0002443973,0.000336784],"domain_scores_gemma":[0.9996801,0.00004506215,0.00006724639,0.0001111109,0.000005940602,0.00009053083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006175569,0.00002940331,0.9915161,0.000005199094,0.000001804084,0.000006591501,0.004069441,0.0001223637,0.0003178052,0.000009987994,0.0000905239,0.003824653],"study_design_scores_gemma":[0.0002017418,0.00003828864,0.9913644,0.0000567062,0.000004341684,0.000003665109,0.007278995,0.0002032405,0.00003195097,0.0001453524,0.0005386775,0.0001326301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728244,0.00005039783,0.000001299932,0.0009929395,0.00009623257,0.00009113161,0.000001950503,0.00002992914,0.02591175],"genre_scores_gemma":[0.9994001,0.00007286135,0.0001728673,0.0002395084,0.00004242776,0.0000090635,0.000001237409,0.000005234358,0.0000566472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657578,"threshold_uncertainty_score":0.9905635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209761371772645,"score_gpt":0.2508062344128503,"score_spread":0.2298300972355858,"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."}}