{"id":"W7063577365","doi":"","title":"Accelerated Release: A Literature Review (FOCUS)","year":2008,"lang":"en","type":"article","venue":"Issue Lab (Candid)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Perspective (graphical); Public policy; Context (archaeology); Identification (biology)","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":[],"category_scores_codex":[0.00007590317,0.0002364173,0.0003494498,0.00004317889,0.0002294357,0.00005265628,0.0001379657,0.00005611805,0.001126264],"category_scores_gemma":[0.00001011706,0.000202779,0.0001177962,0.0003591834,0.00005536074,0.0001577996,0.00005401481,0.000273636,0.0003398898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002229334,"about_ca_system_score_gemma":0.00005372473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501487,"about_ca_topic_score_gemma":0.000003761455,"domain_scores_codex":[0.9988678,0.00005299902,0.0002577163,0.0003109588,0.0001822856,0.0003283065],"domain_scores_gemma":[0.9992135,0.00002837723,0.0001153222,0.0003373406,0.0001668351,0.0001386752],"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":[0.0001078057,0.0005208833,0.0111794,0.0005693707,0.0004730799,0.0007925995,0.002337221,0.00005017905,0.002361371,0.02379897,0.8854361,0.07237309],"study_design_scores_gemma":[0.0008917351,0.00007471496,0.001282812,0.002749531,0.00008165828,0.00004329692,0.00005829838,0.0005321092,0.00231885,0.001073431,0.9903085,0.0005851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1603387,0.2638412,0.007109462,0.01337047,0.001257205,0.002698119,0.0006395969,0.0005611457,0.5501842],"genre_scores_gemma":[0.9662654,0.004830129,0.001196918,0.0008929092,0.001144229,0.00001482383,0.0001985704,0.0000572141,0.02539978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8059267,"threshold_uncertainty_score":0.9997869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761247631294302,"score_gpt":0.2579146210917656,"score_spread":0.2403021447788225,"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."}}