{"id":"W2137921099","doi":"10.1017/cbo9780511614880.013","title":"The <i>Astronomy Education Review</i>: report on a new journal","year":2005,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Astronomy; Library science; Astrophysics; Physics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002061271,0.0003771487,0.0003420304,0.00008583259,0.0006897217,0.00007809693,0.0005724247,0.00009553524,0.00009285363],"category_scores_gemma":[0.000004101876,0.0003493224,0.000314692,0.000007842721,0.00013755,0.0001054104,0.0001375402,0.0008215262,0.0000848317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277209,"about_ca_system_score_gemma":0.00201807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002944511,"about_ca_topic_score_gemma":3.41385e-7,"domain_scores_codex":[0.9986326,0.00004153509,0.0003819288,0.0003869098,0.0002686957,0.0002883833],"domain_scores_gemma":[0.9981757,0.00004948839,0.0006949499,0.0006297322,0.000164342,0.0002857661],"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":[0.00001793268,0.00001110572,0.000004053234,0.0000111449,0.0001104502,0.00001665796,0.000009068213,0.000001028873,2.379901e-7,0.3472599,0.4843592,0.1681992],"study_design_scores_gemma":[0.0002437228,0.00002273152,0.000005856164,0.0007904967,0.0001727056,0.00003519624,0.00002505274,1.967466e-7,0.00001460103,0.00002857974,0.9983414,0.0003194155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003529981,0.0009615708,0.004566862,0.0001092735,0.0008653756,0.0004356435,0.0000307302,0.00002813156,0.9929989],"genre_scores_gemma":[0.00001873418,0.0001691642,0.001629496,0.0001684697,0.001608931,0.00000220195,0.00009327042,0.00003693088,0.9962728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5139822,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338633231389299,"score_gpt":0.2118283169266008,"score_spread":0.1984419846127078,"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."}}