{"id":"W4247010175","doi":"10.1190/tle23111200.1","title":"Reviews","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Humanities; Philosophy; Art history; Physics; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001315555,0.0000603186,0.0000880287,0.00001004186,0.00009733155,0.00002604205,0.0001256486,0.0000107782,0.00005588752],"category_scores_gemma":[0.000004833729,0.0000377314,0.00006263178,0.00006849138,0.00002243878,0.00003770692,0.00001963663,0.0001101114,0.001718186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000132429,"about_ca_system_score_gemma":0.00001178313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003505009,"about_ca_topic_score_gemma":0.000005475355,"domain_scores_codex":[0.9996828,0.00001597833,0.00007022767,0.00007013704,0.00003753682,0.0001232621],"domain_scores_gemma":[0.9997472,0.00002105221,0.00002850438,0.0001736495,0.000006565087,0.00002310039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001135457,0.0001468653,0.03010021,0.00002467233,0.00009103042,0.000002541643,0.005865248,0.001537425,0.003258722,0.8376236,0.03396795,0.0873704],"study_design_scores_gemma":[0.0009800704,0.00004412805,0.002175614,0.0001338401,0.00008126853,0.000005386711,0.0004774244,0.0008353965,0.003562532,0.09838223,0.8928518,0.0004702969],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6582732,0.0006980727,0.0588045,0.004088222,0.001010066,0.0004551551,0.0000104901,0.0001087101,0.2765516],"genre_scores_gemma":[0.994314,0.0000102039,0.0004763695,0.0001417144,0.0003043016,0.000009310647,0.000004918668,0.000008778653,0.004730399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8588839,"threshold_uncertainty_score":0.9990591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184022427700403,"score_gpt":0.2666642381279598,"score_spread":0.2482619953579195,"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."}}