{"id":"W4220770720","doi":"10.1126/science.abo1973","title":"Brazilian cave heritage under siege","year":2022,"lang":"en","type":"letter","venue":"Science","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Carleton University","funders":"Villum Fonden","keywords":"Siege; Cave; Archaeology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002345565,0.0001750101,0.0001844665,0.0001932487,0.001029892,0.0001830758,0.000955209,0.00007252445,0.06148853],"category_scores_gemma":[0.00001447229,0.0001575255,0.000079147,0.0000993869,0.003403565,0.0002119344,0.0007852814,0.0009730509,0.000417201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007234143,"about_ca_system_score_gemma":0.0001955468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006106118,"about_ca_topic_score_gemma":0.0009929168,"domain_scores_codex":[0.9981698,0.00004849613,0.0001571064,0.0004977311,0.0005745064,0.0005523006],"domain_scores_gemma":[0.9993701,0.00005722087,0.00006816674,0.0003881279,0.00006519953,0.00005117376],"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":[0.000002619859,0.00001081306,0.000006543886,0.00003263105,0.00000957045,0.0002421044,0.007358272,9.292938e-7,0.00001742113,0.07201065,0.9192547,0.001053749],"study_design_scores_gemma":[0.00004247706,0.0000893637,0.00001454738,0.000006210302,0.000007184431,0.00001514129,0.001159775,0.000008019299,0.000007811449,0.01683792,0.9815964,0.0002152237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006194969,0.0001451703,0.000004070166,0.4404873,0.002217974,0.00014894,0.000139294,0.00009024873,0.5561475],"genre_scores_gemma":[0.009554115,0.000007904869,0.00002467305,0.7106271,0.002572851,0.00003182645,0.00006866846,0.00002166595,0.2770912],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2790563,"threshold_uncertainty_score":0.9993086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502373534351355,"score_gpt":0.2270258642771146,"score_spread":0.2020021289336011,"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."}}