{"id":"W3104770894","doi":"10.17863/cam.59608","title":"Chapter 2 - Chronology and stratigraphy of the valley systems (Temple landscapes Fragility, change and resilience of Holocene environments in the Maltese Islands)","year":2020,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Magdalene College, University of Cambridge; Queen's University Belfast; European Commission; Queen's University; University of Cambridge","keywords":"Chronology; Stratigraphy; Geology; Archaeology; Paleontology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0001416291,0.0004140567,0.0001543704,0.001899706,0.000581709,0.001436851,0.0005606982,0.0003534463,0.04216925],"category_scores_gemma":[0.0003482658,0.0002009221,0.0001174751,0.004369842,0.0005196272,0.0009803225,0.0004701945,0.0005560605,0.0083961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809098,"about_ca_system_score_gemma":0.001349307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03763704,"about_ca_topic_score_gemma":0.1246834,"domain_scores_codex":[0.9999548,0.000005313365,0.000003457549,0.0000118922,0.00001947922,0.000005135036],"domain_scores_gemma":[0.9999087,0.00001990706,0.00001373399,0.00001023763,0.00003842936,0.000009093194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003639219,0.00002682752,0.002759442,0.001033175,0.000009241382,0.0001557931,0.00314828,0.001343922,0.002370973,0.09587818,0.3324315,0.5608062],"study_design_scores_gemma":[5.821596e-7,0.000004109862,0.004439935,0.00016039,0.000002187222,0.0001049585,0.0002310178,0.00009809906,0.0003052079,0.002217784,0.9924324,0.000003294544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01902239,0.09453507,0.02441519,0.003548918,0.002368785,0.0004110741,0.01324444,0.001154184,0.8413001],"genre_scores_gemma":[0.05356966,0.04316952,0.01171241,0.000393786,0.0003638263,0.0001805193,0.006229741,0.0006433057,0.8837373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04216925,"threshold_uncertainty_score":0.1410702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078206814458156,"score_gpt":0.1940561098600697,"score_spread":0.1632740417154881,"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."}}