{"id":"W4403769824","doi":"10.1007/978-3-031-71432-0","title":"Coade Stone","year":2024,"lang":"en","type":"book","venue":"Cultural heritage science","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001989706,0.0002646131,0.0002312065,0.00006216866,0.0004145664,0.0002523037,0.0005809057,0.00009108573,0.005885697],"category_scores_gemma":[0.00001732171,0.0001737191,0.00009127391,0.0002211269,0.001492912,0.000398345,0.0001351059,0.000329407,0.007261686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004716365,"about_ca_system_score_gemma":0.0001154336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000396024,"about_ca_topic_score_gemma":0.0009046294,"domain_scores_codex":[0.998175,0.000008361574,0.0001795553,0.0005841256,0.0006273326,0.0004255906],"domain_scores_gemma":[0.9995227,0.00002276355,0.0000522999,0.0002085574,0.00002096395,0.000172752],"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":[0.00002391032,0.00002499887,0.007897469,0.0004758115,0.00009841104,0.0005704032,0.002429685,0.000195492,0.0004046662,0.001680162,0.7354696,0.2507294],"study_design_scores_gemma":[0.00005666952,0.000097125,0.01881848,0.0001053061,0.00003312739,0.0000438322,0.0003489852,0.0003574125,0.00003477902,0.002188178,0.9774317,0.0004843963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004748957,0.00558449,6.38259e-7,0.0001712243,0.001081031,0.0001482651,0.0001191398,0.00009261127,0.9880536],"genre_scores_gemma":[0.03995686,0.0006569033,0.0001727355,0.0002188182,0.0003466097,0.000001243767,0.0001226675,0.000005595923,0.9585186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.250245,"threshold_uncertainty_score":0.9950231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079754262604715,"score_gpt":0.2242218554949377,"score_spread":0.2034243128688906,"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."}}