{"id":"W4285277736","doi":"10.1007/978-3-031-05879-0","title":"What We Are: The Evolutionary Roots of Our Future","year":2022,"lang":"en","type":"book","venue":"","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Evolutionary biology; Computer science; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001386217,0.0001744269,0.0002319557,0.00004584739,0.0001759818,0.0000731321,0.0004644277,0.00006485348,0.002511948],"category_scores_gemma":[0.000001115499,0.0001094075,0.0002182397,0.00009984559,0.00003580463,0.0002294478,0.0001514347,0.0003449525,0.00009685219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004008043,"about_ca_system_score_gemma":0.0005037314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005682404,"about_ca_topic_score_gemma":0.000009766884,"domain_scores_codex":[0.9989834,0.00003824926,0.0001933029,0.0002345044,0.0003678986,0.0001825856],"domain_scores_gemma":[0.9992876,0.00002469674,0.0002379886,0.0003658881,0.00003599163,0.00004782451],"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":[0.00001007961,0.00002536968,0.0003194087,0.00000653048,0.00004988262,0.000001021837,0.00007203926,0.00005110857,0.000007423557,0.0481126,0.9479781,0.003366383],"study_design_scores_gemma":[0.0001186787,0.00002919516,0.0002024518,0.0000471375,0.00003112353,5.652708e-7,0.01944694,0.00001600115,0.00001263723,0.02012304,0.9598196,0.0001525946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000240688,0.003940661,0.00005818559,0.03856415,0.01315845,0.0006512459,0.0002356512,0.00004486233,0.9431061],"genre_scores_gemma":[0.008063001,0.0001550806,0.00002357675,0.0001454617,0.00577026,0.00002694836,0.000127563,0.0000174057,0.9856707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0425646,"threshold_uncertainty_score":0.9983999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603284172646119,"score_gpt":0.2496296140225314,"score_spread":0.2335967722960702,"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."}}