{"id":"W2478497958","doi":"10.1017/cbo9781316145074.008","title":"Lost and found","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Content (measure theory); Internet privacy; Computer science; World Wide Web; Telecommunications; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001331662,0.0002161537,0.0003000099,0.00007843677,0.0005947297,0.00005380992,0.0003026235,0.0002952305,0.0000170436],"category_scores_gemma":[0.00003778299,0.0002129013,0.0001170642,0.000004646885,0.00165923,0.00008548869,0.0005025679,0.0002123446,0.00005659792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012909,"about_ca_system_score_gemma":0.0001109743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002338452,"about_ca_topic_score_gemma":0.0002239509,"domain_scores_codex":[0.9988796,0.00004623609,0.0001002731,0.0003790054,0.0003085759,0.0002863819],"domain_scores_gemma":[0.9991397,0.0002037005,0.0001172767,0.0002195057,0.0001278329,0.0001919854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002333918,0.000002802262,0.000004503983,0.00002194102,0.00007209648,0.0000750354,0.0002347752,2.969341e-9,0.000004732201,0.9491218,0.04691557,0.003523381],"study_design_scores_gemma":[0.0002362878,0.00002142947,0.00002174953,0.0001381291,0.00009752644,0.000001188666,0.0001426003,3.301798e-7,0.000006342718,0.0001984203,0.9988549,0.000281107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007420525,0.000134181,0.00003609147,0.0006251183,0.0002121818,0.0003418357,0.0001490783,0.00008793407,0.9983394],"genre_scores_gemma":[0.0005614214,0.0005198942,0.0000162869,0.00007403035,0.0003323221,2.470474e-7,0.000001846856,0.00001863256,0.9984753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9519393,"threshold_uncertainty_score":0.8681864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833859943773746,"score_gpt":0.2432104485360314,"score_spread":0.204871849098294,"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."}}