{"id":"W6947953060","doi":"10.4224/23004782","title":"Infrared astronomy","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":[0.004499484,0.0006798364,0.001212405,0.003311985,0.003926625,0.007464288,0.002309404,0.003584553,0.5775965],"category_scores_gemma":[0.02887932,0.0006055312,0.0008305558,0.001177244,0.001624673,0.003110847,0.003962332,0.003167189,0.4661511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481575,"about_ca_system_score_gemma":0.007117087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770477,"about_ca_topic_score_gemma":0.009594434,"domain_scores_codex":[0.9926175,0.0006742553,0.0003054711,0.000768393,0.004804367,0.0008298625],"domain_scores_gemma":[0.938345,0.002150629,0.0009833286,0.006984821,0.04465615,0.006879988],"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":[0.00004034252,0.00002987347,0.0004177431,0.0001379245,0.000007793987,0.000104824,0.0000343981,0.00002346312,0.0005780086,0.001594462,0.96294,0.03409106],"study_design_scores_gemma":[0.00001201524,0.000009538005,0.001237324,0.00006908728,0.000004430574,0.00008240883,0.00006306891,0.00008127734,0.000324208,0.0008310984,0.9972755,0.000009977172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003949403,0.001648068,0.001745289,0.03556194,0.1144714,0.0008592515,0.005283107,0.002238987,0.8342425],"genre_scores_gemma":[0.005552999,0.0005837386,0.0006642971,0.002235375,0.006979433,0.00009326968,0.002285491,0.0006398144,0.9809656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5775965,"threshold_uncertainty_score":0.6025072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903244774354558,"score_gpt":0.2353433350474987,"score_spread":0.2163108873039531,"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."}}