{"id":"W6893004332","doi":"10.5281/zenodo.1340699","title":"astropy/photutils: v0.5","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Research in Astrophysics of Québec","funders":"","keywords":"","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008814648,0.0005417601,0.0004563028,0.001102485,0.001425251,0.001275988,0.002805118,0.0003715503,0.6388958],"category_scores_gemma":[0.0008306503,0.0005904763,0.0001532905,0.001116235,0.0007572095,0.000181456,0.002335353,0.0005702233,0.8748494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202887,"about_ca_system_score_gemma":0.000008391236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006140385,"about_ca_topic_score_gemma":0.000001863307,"domain_scores_codex":[0.9957739,0.0007315776,0.0004297925,0.001127822,0.000984612,0.0009523726],"domain_scores_gemma":[0.9967441,0.00001656422,0.0004439687,0.001634722,0.0007144843,0.000446148],"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":[0.0000642872,0.000152114,5.897556e-7,0.00009500235,0.0001694136,0.00002581809,0.0001987782,0.000001269756,0.001150192,0.001468534,0.9865401,0.01013384],"study_design_scores_gemma":[0.000669218,0.0002994271,0.00002482744,0.0001983497,0.00005820768,0.0001332113,0.0001046316,0.0000456981,0.000160525,0.00004881583,0.9976888,0.0005682929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004381816,0.0001940797,0.000764998,0.0001183477,0.000334563,0.0008460406,0.001385662,0.0130748,0.9832377],"genre_scores_gemma":[0.001116022,0.00008783297,0.0008614468,0.0001068272,0.001612376,5.406434e-8,0.006344385,0.1502573,0.8396137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2359535,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429614761429862,"score_gpt":0.2549704864171169,"score_spread":0.2206743388028183,"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."}}