{"id":"W6910419644","doi":"10.4224/23002287","title":"How many earths?","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001434089,0.00006324545,0.00008256891,0.00001928625,0.0004408701,0.0003136818,0.0002307369,0.00003824582,0.00159747],"category_scores_gemma":[0.00003928915,0.00005034991,0.00003751484,0.00001667438,0.00005798591,0.0003195176,0.000008476113,0.00006681473,0.0006765721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.552951e-7,"about_ca_system_score_gemma":0.00001530701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005371246,"about_ca_topic_score_gemma":0.001622471,"domain_scores_codex":[0.9994356,0.00002036249,0.00006648255,0.0001389776,0.000155428,0.0001831374],"domain_scores_gemma":[0.9994613,0.00001405791,0.00007682722,0.000352808,0.00001945355,0.00007557814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008079925,0.000004087212,0.8067216,0.00001117855,0.000008133558,0.00001584425,0.0000445636,0.000008720415,0.0004216145,0.002009256,0.008405709,0.1823412],"study_design_scores_gemma":[0.0001158868,0.00003262008,0.9310754,0.00001130825,0.000002815249,0.00001014559,0.00003849199,0.002462328,0.00005560135,0.004695816,0.06141932,0.00008028096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6098567,0.0001477601,0.0002331842,0.003078816,0.0006928448,0.00009279032,0.00002088883,0.00004244066,0.3858346],"genre_scores_gemma":[0.9877179,0.00001710194,0.0005823029,0.00008371857,0.000256903,4.516602e-7,0.000007976201,0.000001457389,0.01133214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3778613,"threshold_uncertainty_score":0.9993152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019292205406046,"score_gpt":0.2090955509802656,"score_spread":0.1889026289262051,"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."}}