{"id":"W4235540174","doi":"10.1002/gea.20196","title":"Book reviews","year":2007,"lang":"en","type":"article","venue":"Geoarchaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Humanities; Art history; History; Geography; Art; 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":[0.0005986331,0.0008804695,0.0009725773,0.003152659,0.001023094,0.004725215,0.001903886,0.001796603,0.549489],"category_scores_gemma":[0.004082166,0.0003645829,0.0006876778,0.003774839,0.0006055491,0.002967886,0.001750873,0.002045034,0.5129956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715611,"about_ca_system_score_gemma":0.002672485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013828,"about_ca_topic_score_gemma":0.006491286,"domain_scores_codex":[0.9990921,0.00007603909,0.00004766389,0.0001625856,0.0005462168,0.00007549781],"domain_scores_gemma":[0.9980641,0.0003368463,0.00009863458,0.0001674629,0.001029019,0.0003039686],"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":[0.000006328956,0.000009093555,0.00002279551,0.0001411742,0.000001743372,0.00002311308,0.00002093287,0.00002756509,0.00005398948,0.002034925,0.9399543,0.05770409],"study_design_scores_gemma":[0.000001356544,0.000002233481,0.00003795703,0.00008497574,0.000001005312,0.00004783538,0.00001234054,0.000005080987,0.00001181085,0.0004168302,0.999377,0.000001534146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003536193,0.1021426,0.00170275,0.02067058,0.03711057,0.0001404314,0.004637286,0.001174018,0.8320681],"genre_scores_gemma":[0.001419329,0.03824152,0.001057082,0.006598487,0.007809226,0.00006297683,0.002826007,0.0004742526,0.9415111],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.549489,"threshold_uncertainty_score":0.6425993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145067126273253,"score_gpt":0.2189846524090694,"score_spread":0.2075339811463368,"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."}}