{"id":"W6891585818","doi":"10.4224/23004082","title":"Big sky astronomy","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006791981,0.0007727168,0.001700906,0.003773411,0.004694864,0.01017617,0.002572572,0.004784096,0.499357],"category_scores_gemma":[0.03951295,0.0008190192,0.001062365,0.001441924,0.002350781,0.004365042,0.005406443,0.004316083,0.4080369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994097,"about_ca_system_score_gemma":0.01133694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756637,"about_ca_topic_score_gemma":0.009901783,"domain_scores_codex":[0.9894593,0.001120214,0.0004477645,0.0009329068,0.006726143,0.001313671],"domain_scores_gemma":[0.9010544,0.004442682,0.001723253,0.01044482,0.06635384,0.015981],"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":[0.00003766809,0.00001791612,0.0003056881,0.0001443189,0.000008714499,0.00008042507,0.00002830826,0.00001691228,0.0002746423,0.001402648,0.9778472,0.01983555],"study_design_scores_gemma":[0.00001631236,0.000009642152,0.001118181,0.0001015954,0.000005287229,0.00008174089,0.00006249148,0.00007217269,0.0002162031,0.0009992613,0.9973055,0.00001161287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003909902,0.004628655,0.001949648,0.08406062,0.2641436,0.001004482,0.008162359,0.003166435,0.6289744],"genre_scores_gemma":[0.008036982,0.001607911,0.001025387,0.006818342,0.01936729,0.0001657451,0.004246263,0.00104465,0.9576873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.499357,"threshold_uncertainty_score":0.7141065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521903310421129,"score_gpt":0.2717662301599987,"score_spread":0.2565471970557874,"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."}}