{"id":"W6924926845","doi":"10.17023/w8sm-yx18","title":"PELS Newsletter 2005 1st Quarter","year":2024,"lang":"en","type":"article","venue":"IEEE RESOURCE CENTERS","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Window (computing); Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008962886,0.000129289,0.0000966581,0.00005568891,0.00006639198,0.0001379422,0.0001851121,0.00002075657,0.001445723],"category_scores_gemma":[3.580532e-7,0.0001080096,0.0000972614,0.00009260771,0.00005142279,0.0001394283,0.00001377773,0.0001676126,0.001299647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001264868,"about_ca_system_score_gemma":0.00001845528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008674443,"about_ca_topic_score_gemma":0.00000297978,"domain_scores_codex":[0.9990575,0.00002955605,0.0001280305,0.0002646668,0.0001551724,0.000365092],"domain_scores_gemma":[0.9996332,0.00004050061,0.00002028147,0.000178381,0.000005065123,0.0001225696],"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":[0.00001456483,0.00003678428,0.04047612,0.00001831511,0.00007882879,0.00003855776,0.001049179,0.0006738009,0.003592589,0.0003064146,0.9256535,0.02806131],"study_design_scores_gemma":[0.000127043,0.00002175165,0.002560069,0.00005306105,0.00001478688,0.000003996759,0.0003553019,0.002722818,0.0004732081,0.00003126733,0.9934661,0.0001706126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702204,0.0003786525,0.01871664,0.006250805,0.001998288,0.0002569212,0.0002228516,0.0001986761,0.1017567],"genre_scores_gemma":[0.993535,8.999045e-7,0.00009486604,0.0005185843,0.0008718767,0.000003282435,0.00005404312,0.00001175318,0.004909729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1233145,"threshold_uncertainty_score":0.999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00627123597729581,"score_gpt":0.2071088324002022,"score_spread":0.2008375964229064,"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."}}