{"id":"W7042516851","doi":"","title":"The productivity and impact of astronomical telescopes - a bibliometric study for 2007 - 2011","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Aeronautics and Space Administration","keywords":"Productivity; Telescope; Product (mathematics); Bibliometrics; Observatory","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004953953,0.0004011824,0.0009629623,0.06684153,0.001026708,0.004252091,0.001113788,0.0008290357,0.00388091],"category_scores_gemma":[0.04216566,0.0003098132,0.001081622,0.1558857,0.0008938411,0.004134318,0.001806743,0.0006607465,0.002544574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004276771,"about_ca_system_score_gemma":0.003934305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02383034,"about_ca_topic_score_gemma":0.02935485,"domain_scores_codex":[0.9893456,0.0009337809,0.002986743,0.000920311,0.005227696,0.0005859361],"domain_scores_gemma":[0.9093471,0.02641171,0.03996623,0.002450604,0.01901233,0.002812084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001839873,0.00005555949,0.9066679,0.003559268,0.0004280123,0.000282813,0.001411913,0.000311496,0.0003460537,0.001489622,0.02802511,0.05723834],"study_design_scores_gemma":[0.000007919068,0.00002839654,0.9701189,0.0004188399,0.0001448618,0.0003137043,0.0006853206,0.0001917126,0.0002125311,0.0001227979,0.02773582,0.00001919631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5275432,0.07997428,0.0005514594,0.004913748,0.0002753706,0.00009555578,0.3511344,0.000355248,0.03515672],"genre_scores_gemma":[0.8052385,0.04313261,0.0008947587,0.0004194542,0.0007748618,0.0001190134,0.1421699,0.0001217773,0.007129208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9331585,"threshold_uncertainty_score":0.04738325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405722897177372,"score_gpt":0.2727739636733191,"score_spread":0.2587167347015454,"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."}}