{"id":"W303911629","doi":"","title":"The Inconstant Sun1","year":2006,"lang":"en","type":"article","venue":"Proceedings of the American Philosophical Society","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atmosphere (unit); Action (physics); Subject (documents); Astronomy; Physics; Astrophysics; Philosophy; Theoretical physics; Epistemology; Meteorology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008356367,0.0006267814,0.0005030921,0.001083567,0.002909445,0.006850422,0.001082683,0.002133003,0.4340365],"category_scores_gemma":[0.007601523,0.0002719367,0.0003646337,0.001956882,0.001592236,0.008097541,0.00374599,0.002956609,0.1912732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530765,"about_ca_system_score_gemma":0.001144845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003628561,"about_ca_topic_score_gemma":0.00541503,"domain_scores_codex":[0.9990261,0.0002452512,0.00003760207,0.000299906,0.0002883618,0.0001028473],"domain_scores_gemma":[0.9984953,0.0003630502,0.0001409845,0.0002900561,0.0003963644,0.0003142065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002561981,0.000005978214,0.0002651443,0.00007460645,0.000002707921,0.00003470217,0.0002892097,0.00002971468,0.00003538661,0.07913452,0.8671123,0.05299018],"study_design_scores_gemma":[0.000002037917,0.000003131782,0.0001607571,0.00004722093,9.642619e-7,0.00004783317,0.00008051126,0.00002706655,0.00002630701,0.006152143,0.9934489,0.000003176214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001185633,0.005022926,0.002530598,0.03563336,0.01519639,0.00002695865,0.005439673,0.001113206,0.9338514],"genre_scores_gemma":[0.04694039,0.005470808,0.002654683,0.01810787,0.006016538,0.00009085064,0.005964539,0.002019291,0.912735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4340365,"threshold_uncertainty_score":0.8072782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007029805692082006,"score_gpt":0.2295993613872414,"score_spread":0.2225695556951594,"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."}}