{"id":"W2741044723","doi":"10.20361/g2rd6w","title":"Women in Science: 50 Fearless Pioneers Who Changed the World by R. Ignotofsky","year":2017,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; Style (visual arts); Glossary; Women in science; Griffin; Astronomer; History; Art; Classics; Visual arts; Sociology; Philosophy; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003411321,0.000161265,0.0002940725,0.0001504278,0.0007798429,0.0003203912,0.002264375,0.0000569508,0.00176672],"category_scores_gemma":[0.0002636468,0.00008384163,0.00009088509,0.001137423,0.001004449,0.0002704088,0.0001226931,0.0004674721,0.0001046818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006082465,"about_ca_system_score_gemma":0.00009890341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232691,"about_ca_topic_score_gemma":0.0000461546,"domain_scores_codex":[0.9982301,0.0002660826,0.0003152043,0.0003364521,0.0004009999,0.0004511843],"domain_scores_gemma":[0.997721,0.00009315716,0.0003254048,0.00163585,0.0001217535,0.0001028708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006213913,0.000491091,0.03961934,0.0005299561,0.00009245115,0.00000248671,0.1207772,0.000001079521,0.0008877125,0.03605452,0.7460161,0.05546599],"study_design_scores_gemma":[0.0002746783,0.00002285593,0.8269055,0.003011735,0.00001850688,0.00002405687,0.0005924411,0.000001544639,0.00003097937,0.0002557271,0.168691,0.0001708968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854822,0.06161381,0.000003747658,0.05693648,0.001436014,0.001647225,0.0001474485,0.00002802172,0.02336519],"genre_scores_gemma":[0.9802283,0.004194671,0.00002733009,0.007562129,0.0003102305,0.0002537416,0.00002999803,0.00001421625,0.007379382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7872862,"threshold_uncertainty_score":0.9991458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564427870293373,"score_gpt":0.3693344804067338,"score_spread":0.3436902017038001,"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."}}