{"id":"W4220697072","doi":"10.5194/egusphere-egu22-13036","title":"Paleomagnetism of Portuguese stalagmites: advances and perspectives","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Archaeological and Geological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Speleothem; Paleomagnetism; Stalagmite; Cave; Geology; Environmental magnetism; Rock magnetism; Earth's magnetic field; Paleontology; Physical geography; Climatology; Geography; Archaeology; Magnetic field; Physics","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":[],"category_scores_codex":[0.0001012186,0.0001976949,0.000403989,0.00004637053,0.0002240684,0.00001444642,0.0001764757,0.00005284623,0.03176816],"category_scores_gemma":[0.00006852048,0.0001232922,0.0001099667,0.00001350277,0.00175873,0.00005036783,0.002348685,0.0003177372,0.000003992488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008466231,"about_ca_system_score_gemma":0.000009714191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002904447,"about_ca_topic_score_gemma":0.0005934552,"domain_scores_codex":[0.9989818,0.00005317191,0.0002415654,0.0003747285,0.0001784489,0.0001702975],"domain_scores_gemma":[0.9994642,0.0001243547,0.0001403502,0.0001450329,0.00008263582,0.00004347008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004512403,0.0002027472,0.00605699,0.000359514,0.00009160049,0.00002287951,0.07368634,0.0000141544,0.000001901946,0.8794638,0.001070946,0.03898404],"study_design_scores_gemma":[0.0001691984,0.000718245,0.02249817,0.0000297281,0.00004516346,0.000001376015,0.1010379,0.00001175016,0.000001955994,0.3137095,0.5613919,0.0003851714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1993362,0.2777896,0.00001773095,0.00170944,0.0003379004,0.0003585999,0.0002150046,0.0001397894,0.5200958],"genre_scores_gemma":[0.9301472,0.04539153,0.0003192313,0.0001133021,0.0001884374,0.00008519951,0.00002278362,0.000007112693,0.02372524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7308109,"threshold_uncertainty_score":0.9691169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05509072750573929,"score_gpt":0.2484739948290864,"score_spread":0.1933832673233471,"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."}}