{"id":"W7038973744","doi":"","title":"Lecture 5 : Hierarchical Science Provides Integral Complementarity of Men and Women","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complementarity (molecular biology); Complementarity theory; Calculus (dental); Women in science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004254559,0.0001882153,0.0003081153,0.00001781591,0.0001722848,0.00007358288,0.0004528147,0.0001349488,0.08096927],"category_scores_gemma":[0.0001172266,0.00007866976,0.00005818023,0.000007001612,0.000594756,4.402726e-7,0.0001932662,0.0001698218,0.0001044956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004768061,"about_ca_system_score_gemma":0.00002349924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413522,"about_ca_topic_score_gemma":0.003933773,"domain_scores_codex":[0.9987535,0.0000411932,0.000299817,0.0001857309,0.0004468051,0.0002729825],"domain_scores_gemma":[0.9992074,0.00003979014,0.0003948945,0.0001183211,0.0001240199,0.0001156242],"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":[0.00006043175,0.0000293162,0.00004540482,0.0001657541,0.00002062486,9.66804e-7,0.0002057505,8.475891e-7,0.000071123,0.00001768674,0.9693199,0.03006221],"study_design_scores_gemma":[0.0001747436,0.0003381924,0.0004272117,0.0001539564,0.00001193339,0.00000749468,0.0001853606,0.000006285111,0.0000919625,0.00003842688,0.9984045,0.0001599535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005448283,0.000200483,3.006508e-8,0.0003277667,0.00006227335,0.0003399966,0.0001194378,0.00003154535,0.9934702],"genre_scores_gemma":[0.1019599,0.0001223126,0.0001916379,0.000116899,0.00009304711,0.00001259228,0.00004155087,0.000004214764,0.8974578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09651162,"threshold_uncertainty_score":0.9924297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180972454058636,"score_gpt":0.1894253255905905,"score_spread":0.1776156010500042,"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."}}