{"id":"W2733709795","doi":"","title":"Radio Astronomy 101 -- The Canadian Edition","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Physical Society","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Astronomy; Radio astronomy; Astrophysics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009499412,0.0001322869,0.0002034867,0.00001056341,0.0003501878,0.00001774706,0.0005181855,0.00001852547,0.000289555],"category_scores_gemma":[0.000006571391,0.00006470829,0.0003915226,0.0001969958,0.00107093,0.00002264771,0.00008291683,0.0001624849,0.00006361044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009329175,"about_ca_system_score_gemma":0.0001307295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04724277,"about_ca_topic_score_gemma":0.0003421561,"domain_scores_codex":[0.9991684,0.00005297918,0.0001464556,0.0001871202,0.0001333925,0.0003116434],"domain_scores_gemma":[0.9990489,0.0001224084,0.000230571,0.0004736402,0.00005146309,0.00007305555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000135306,0.0002869243,0.115673,0.000004269007,0.0004726405,1.199778e-7,0.0003456749,0.00006838406,0.002368924,0.1196577,0.336712,0.4243968],"study_design_scores_gemma":[0.0003611069,0.0000592824,0.1108061,0.00001738217,0.00004931707,4.273719e-7,0.0004366407,0.00005450219,0.002999333,0.004775183,0.8802553,0.0001854149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919061,0.000006607619,0.005932779,0.06945073,0.0001439799,0.0003046598,0.0001134916,0.00003684991,0.004949888],"genre_scores_gemma":[0.997267,6.818106e-7,0.001300346,0.0002582812,0.0005891138,0.00005434869,0.000003910189,0.00001401464,0.0005122956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5435433,"threshold_uncertainty_score":0.9591017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00513365092612079,"score_gpt":0.2000462724084657,"score_spread":0.1949126214823449,"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."}}