{"id":"W4382395698","doi":"10.1007/978-3-031-26618-8_17","title":"Annotated Bibliography","year":2023,"lang":"en","type":"book-chapter","venue":"Synthese Library/Synthese library","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bibliography; Annotated bibliography; Field (mathematics); Library science; Computer science; Mathematics","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002237115,0.001459505,0.001411263,0.006865868,0.0003822134,0.001393165,0.002197914,0.0006816706,0.03804426],"category_scores_gemma":[0.00001874766,0.001303016,0.001342718,0.003645401,0.0006446142,0.005966867,0.001022515,0.001254147,0.00879428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006693801,"about_ca_system_score_gemma":0.0004547708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004861665,"about_ca_topic_score_gemma":7.48852e-7,"domain_scores_codex":[0.9946589,0.0001463735,0.001148787,0.001735575,0.0009374311,0.001372924],"domain_scores_gemma":[0.9957412,0.0009612283,0.0006753208,0.001775067,0.00003035637,0.0008167631],"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":[0.0002104565,0.0001225877,0.005270372,0.00009162301,0.0007585923,0.0002083463,0.0001591535,0.00001641556,0.0001552548,0.3664171,0.6152204,0.01136971],"study_design_scores_gemma":[0.0003322784,0.0001063237,0.0002500008,0.0009886377,0.00015781,0.000004173141,0.0001549835,0.00008209584,0.003324603,0.2551254,0.7377692,0.001704414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007317736,0.0004598994,0.00002272764,0.003710557,0.00175822,0.000917315,0.002615524,0.002335383,0.9874486],"genre_scores_gemma":[0.02163775,0.001596258,0.0007163165,0.000773282,0.005345275,0.0001581835,0.00190066,0.0011576,0.9667147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1225488,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086284956387018,"score_gpt":0.2196213836483078,"score_spread":0.1987585340844376,"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."}}