{"id":"W4391964065","doi":"10.51644/9781771121675-001","title":"Preface","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005790364,0.0006524057,0.0004495042,0.001809451,0.003531455,0.003414132,0.001086487,0.001166157,0.3162352],"category_scores_gemma":[0.002692861,0.0002482481,0.0003111752,0.001719193,0.0009236112,0.002604669,0.001647871,0.002545224,0.1434041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004205316,"about_ca_system_score_gemma":0.003144732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02107333,"about_ca_topic_score_gemma":0.03229256,"domain_scores_codex":[0.9994854,0.00005598979,0.0000202356,0.00009191055,0.0002944803,0.0000519102],"domain_scores_gemma":[0.9989551,0.0001337282,0.00002686833,0.00008156545,0.0006604845,0.0001421659],"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":[0.000009473668,0.00000944753,0.00005328407,0.00006514128,7.343005e-7,0.00003587224,0.0002271816,0.00003207059,0.00006688051,0.01879211,0.9442105,0.03649735],"study_design_scores_gemma":[5.933568e-7,0.000002121794,0.00008388846,0.00004847305,2.620959e-7,0.00001828818,0.00005698236,0.000006771473,0.00001776746,0.001132918,0.9986307,0.000001152611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006236271,0.01057039,0.001403381,0.01041769,0.02674377,0.0001429248,0.002640926,0.0003748638,0.9470824],"genre_scores_gemma":[0.00301255,0.003662222,0.0005510478,0.001660515,0.002994658,0.0000478211,0.001485605,0.0001940746,0.9863914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6837648,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030394750116517,"score_gpt":0.3325631269233444,"score_spread":0.2295236519116927,"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."}}