{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00285372,0.003988223,0.002956276,0.003425304,0.002205694,0.006553962,0.009813018,0.003904193,0.5766485],"category_scores_gemma":[0.01198296,0.004471896,0.00329098,0.003514767,0.00177204,0.008006114,0.009332892,0.005617489,0.6991375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105584,"about_ca_system_score_gemma":0.002095997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00732987,"about_ca_topic_score_gemma":0.004840188,"domain_scores_codex":[0.998279,0.0002088711,0.0001273192,0.0003307518,0.0006870023,0.0003670976],"domain_scores_gemma":[0.9955733,0.0008380737,0.0002080949,0.001525458,0.001155358,0.000699717],"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":[0.0001936651,0.00002197357,0.0002460742,0.0002912321,0.0000286334,0.00004996979,0.0001123129,0.0001575189,0.0005715049,0.002553466,0.9853765,0.01039711],"study_design_scores_gemma":[0.0001962597,0.00001634142,0.0006340129,0.0001538245,0.00001983142,0.0001043882,0.00004590344,0.0009553742,0.003679471,0.005941089,0.9881361,0.0001174865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004687664,0.0002616215,0.02002654,0.0004696311,0.0004147228,0.0001053694,0.05764004,0.8800544,0.04055895],"genre_scores_gemma":[0.004151494,0.0001852909,0.01046539,0.0004882821,0.0001438134,0.0002242047,0.05732581,0.9013459,0.02566986],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5766485,"threshold_uncertainty_score":0.6038595,"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."}}