{"id":"W1980980179","doi":"10.1029/2004eo050007","title":"Comparative studies to be a theme for the Joint Assembly in Montreal","year":2004,"lang":"en","type":"article","venue":"Eos","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planet; Solar System; Astrobiology; Atmosphere (unit); Geophysics; Physics; Astronomy; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004307407,0.0005249457,0.000478388,0.001920696,0.006527467,0.004285969,0.001902491,0.001848075,0.1182152],"category_scores_gemma":[0.005380184,0.0003218195,0.0004162314,0.003283849,0.0027643,0.003161516,0.003503698,0.001889188,0.006798826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01416246,"about_ca_system_score_gemma":0.01610908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4134251,"about_ca_topic_score_gemma":0.5375734,"domain_scores_codex":[0.9973652,0.0007805986,0.00007111319,0.0004419898,0.0006187357,0.000722391],"domain_scores_gemma":[0.9969734,0.0003464056,0.0001596949,0.0003524839,0.001294738,0.0008732979],"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":[0.0001522671,0.00008891399,0.006732884,0.0002346929,0.00003755843,0.0005116701,0.003620645,0.0002049121,0.0012361,0.1774093,0.6506751,0.1590959],"study_design_scores_gemma":[0.000006484619,0.00001536067,0.01086796,0.00008226212,0.000004540344,0.00007471602,0.001629206,0.00003203863,0.0001108965,0.002108429,0.9850579,0.00001022127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02233489,0.03620986,0.00375766,0.1370014,0.01393925,0.000439601,0.003765876,0.0003343221,0.7822173],"genre_scores_gemma":[0.1256659,0.01120668,0.004568214,0.01039935,0.00147085,0.0002939322,0.002118609,0.0003257215,0.8439507],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4134251,"threshold_uncertainty_score":0.8220373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.076371056233484,"score_gpt":0.2884285360356195,"score_spread":0.2120574798021355,"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."}}