{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002797036,0.001171586,0.0006066143,0.001835219,0.002681526,0.004290935,0.0008312303,0.001557414,0.4963622],"category_scores_gemma":[0.0009110052,0.0005503267,0.0004153061,0.001475941,0.0006098609,0.002850909,0.002061403,0.001994694,0.338247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180384,"about_ca_system_score_gemma":0.001312719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022004,"about_ca_topic_score_gemma":0.03840669,"domain_scores_codex":[0.9997149,0.00002601133,0.000006133106,0.00007528157,0.0001405063,0.00003721367],"domain_scores_gemma":[0.9997268,0.00004732211,0.000008180376,0.00003861869,0.0001244756,0.00005457775],"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":[0.00002177452,0.00001969814,0.0001012104,0.00005692535,0.000002339635,0.00009169626,0.0001768798,0.0001241456,0.0003027182,0.03473737,0.8073475,0.1570177],"study_design_scores_gemma":[0.000001240611,0.000002840961,0.0000600501,0.00002027413,8.408139e-7,0.00005084381,0.00004414965,0.00004822893,0.00007272767,0.001541019,0.9981554,0.000002307787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002509343,0.001465881,0.001289541,0.0006494861,0.0006506494,0.00002239699,0.0002292756,0.0003002246,0.9951416],"genre_scores_gemma":[0.0004618512,0.0003123288,0.0002614729,0.0001095957,0.00002729934,0.00000671877,0.00005710372,0.0001046032,0.9986591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4963622,"threshold_uncertainty_score":0.7183782,"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."}}