{"id":"W4407570703","doi":"","title":"Geoarchaeological analysis of pedosedimentary archives from site-environment interfaces: reconstructing palaeoenvironmental impacts of protohistoric settlements and towns at Corent (France)","year":2024,"lang":"en","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Human settlement; Archaeology; Geology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003083166,0.0001650982,0.0001451644,0.005803599,0.0007494243,0.002538981,0.000475192,0.0003038962,0.004711247],"category_scores_gemma":[0.000700994,0.0001855653,0.0002182019,0.009138224,0.0006116442,0.0005918945,0.0006463791,0.0001876206,0.0007323009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244201,"about_ca_system_score_gemma":0.0008523502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07895541,"about_ca_topic_score_gemma":0.2568799,"domain_scores_codex":[0.9998758,0.00001856168,0.000007750391,0.00002352479,0.00005379555,0.00002062042],"domain_scores_gemma":[0.9998286,0.00005766334,0.00002431702,0.00002335398,0.00005483479,0.00001128306],"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":[0.0001941578,0.00007896807,0.1899615,0.0005028958,0.000120947,0.001696752,0.02357496,0.01339473,0.01394168,0.01935541,0.01043798,0.7267399],"study_design_scores_gemma":[0.00000523247,0.00002851498,0.8837782,0.0001424402,0.00007621586,0.00110287,0.01243992,0.003949504,0.002523764,0.002806611,0.09311984,0.00002681134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732343,0.006512898,0.01374586,0.0005752759,0.00007557486,0.00008973504,0.005926928,0.0002714965,0.09956788],"genre_scores_gemma":[0.9528477,0.003398986,0.01355839,0.00005518093,0.00002921779,0.00003250851,0.002598214,0.0001673956,0.02731252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07895541,"threshold_uncertainty_score":0.1569917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083675113911324,"score_gpt":0.1851777554273178,"score_spread":0.1743410042882046,"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."}}