{"id":"W4253903823","doi":"10.3828/hgr.2017.16","title":"Book Review","year":2017,"lang":"en","type":"article","venue":"Hunter Gatherer Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003938474,0.0001638406,0.0002796639,0.0001444776,0.0007148192,0.0004505742,0.001994334,0.00006940927,0.05503459],"category_scores_gemma":[0.0009547913,0.0001340865,0.0001349868,0.0001257702,0.0006271735,0.0005484451,0.0007601196,0.0007271692,0.3052457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333897,"about_ca_system_score_gemma":0.00008401091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001679047,"about_ca_topic_score_gemma":0.00002815361,"domain_scores_codex":[0.9966028,0.0005195674,0.0002461575,0.000492737,0.0012341,0.0009046428],"domain_scores_gemma":[0.9959524,0.0001039969,0.0001013155,0.003164013,0.0004345211,0.0002438085],"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":[0.00002587635,0.00006435165,0.001287249,0.0003299846,0.00002375381,0.00004403903,0.00007913443,2.333886e-8,0.0007786705,0.0001892572,0.9956579,0.001519743],"study_design_scores_gemma":[0.00032445,0.0000568192,0.003677567,0.001928459,0.000007911429,0.00001230008,0.0000138838,0.00001691884,0.0009825788,0.0001473009,0.9926802,0.0001516097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00198334,0.5056177,0.000005767379,0.01318789,0.0001300744,0.001315767,0.00001641228,0.0003590106,0.477384],"genre_scores_gemma":[0.05604935,0.06719398,0.0001752707,0.02411514,0.001142417,0.0009500402,0.00001566897,0.001626358,0.8487318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4384238,"threshold_uncertainty_score":0.9458292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2258235449712921,"score_gpt":0.5037723658034424,"score_spread":0.2779488208321503,"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."}}