{"id":"W4213014152","doi":"10.5623/cig2015-311","title":"BOOK REVIEWS","year":2015,"lang":"en","type":"article","venue":"GEOMATICA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003140308,0.001076158,0.000669192,0.002958874,0.001033731,0.003313876,0.0009586749,0.001218576,0.3895175],"category_scores_gemma":[0.00129943,0.0003210056,0.0004409884,0.003388112,0.0005902017,0.002255018,0.001470433,0.001563814,0.3104713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213772,"about_ca_system_score_gemma":0.001461207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003820393,"about_ca_topic_score_gemma":0.01126913,"domain_scores_codex":[0.9996647,0.00002978156,0.00000877257,0.00004486399,0.0002210555,0.00003076458],"domain_scores_gemma":[0.9995054,0.00009997912,0.00002959704,0.00005482266,0.0002106102,0.00009963826],"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":[0.000008214007,0.00001065553,0.00004433532,0.000123046,0.000002038685,0.00002385149,0.0000250167,0.00008124666,0.0001372139,0.004154358,0.8774495,0.1179405],"study_design_scores_gemma":[9.792042e-7,0.000002256619,0.00004710904,0.00004784176,9.126734e-7,0.00002140324,0.00001358441,0.00001399704,0.00002380624,0.0006776772,0.9991491,0.00000130117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005277421,0.0737095,0.001751282,0.007588293,0.01769532,0.00005302382,0.0007312893,0.0006185097,0.897325],"genre_scores_gemma":[0.0009142535,0.01599729,0.000452299,0.001149246,0.002015877,0.00001495879,0.0003636821,0.000171226,0.9789212],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6104825,"threshold_uncertainty_score":0.8707792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07435081607564359,"score_gpt":0.3080180712761871,"score_spread":0.2336672552005435,"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."}}