{"id":"W4253927710","doi":"10.5623/cig2014-008","title":"Book Reviews","year":2014,"lang":"en","type":"article","venue":"GEOMATICA","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006375683,0.00009127428,0.0002027609,0.00003573785,0.00004677919,0.00002216148,0.000157847,0.00002686717,0.004691972],"category_scores_gemma":[0.0005188604,0.00007245575,0.00005812206,0.0001028141,0.00003584699,0.00008748624,0.00003800774,0.00005331676,0.2621316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001868914,"about_ca_system_score_gemma":0.000006884763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002853458,"about_ca_topic_score_gemma":0.000001817367,"domain_scores_codex":[0.9991537,0.0001329778,0.0002309535,0.0001282596,0.0001373497,0.0002167893],"domain_scores_gemma":[0.9992647,0.00005881036,0.00007788844,0.0004998897,0.00001774399,0.00008101048],"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":[0.000001349394,0.00001717295,0.00004676918,0.00004617496,0.000003860463,4.409936e-7,0.00007347776,8.225942e-7,0.0009167465,0.002534334,0.9898291,0.006529756],"study_design_scores_gemma":[0.0001207181,0.0000176796,0.0006911801,0.00005409564,0.00001534258,0.000004740112,0.000002146741,0.000848916,0.0002491169,0.001674522,0.9962261,0.00009541339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00862298,0.02296545,0.006152089,0.002241399,0.0003397637,0.001285342,0.0000134624,0.001019271,0.9573603],"genre_scores_gemma":[0.3524003,0.002458165,0.1587673,0.1358683,0.004483697,0.001533791,0.000225356,0.001394479,0.3428685],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6144917,"threshold_uncertainty_score":0.9962178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546658124098984,"score_gpt":0.2584222522024638,"score_spread":0.2429556709614739,"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."}}