{"id":"W2235344652","doi":"10.5555/arwg.14.2.k41u6474wu333463","title":"Close Fit of Seven Towns in Ptolemy's Geographica with Seven Aoukar Heritage Sites: Impacts on Early Arab Itineraries across Mauritania, Senegal, and Mali","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ptolemy's table of chords; Geography; Demography; Ancient history; Socioeconomics; Archaeology; History; Sociology; Classics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003705069,0.0003743398,0.000222729,0.001399083,0.006501778,0.002054331,0.001014537,0.0006070979,0.007898222],"category_scores_gemma":[0.001153758,0.0002867294,0.0003283165,0.002688722,0.002136519,0.000868561,0.00496908,0.0007000173,0.0006225921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794609,"about_ca_system_score_gemma":0.002066691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08850168,"about_ca_topic_score_gemma":0.3772205,"domain_scores_codex":[0.9995587,0.0001287582,0.000008789646,0.00004454871,0.00004355319,0.0002154934],"domain_scores_gemma":[0.9995493,0.00007239415,0.00009875244,0.0000326008,0.0000754944,0.0001712883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007399481,0.0003576557,0.809086,0.0001697338,0.0001191966,0.0113919,0.1066965,0.001174703,0.007256767,0.004277622,0.001920681,0.05680931],"study_design_scores_gemma":[0.00000868506,0.0001499497,0.7456099,0.00007073348,0.00003672805,0.0008328843,0.2451121,0.0002564585,0.0005037245,0.0002268905,0.007174618,0.00001739343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995827,0.00006066515,0.00005015576,0.0000749903,0.000005458531,0.00001328967,0.00008004532,0.000003002007,0.003885363],"genre_scores_gemma":[0.9979373,0.00006854772,0.00009659239,0.00001718354,0.000001261651,0.00001446629,0.00006568668,0.000003128898,0.001795779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08850168,"threshold_uncertainty_score":0.1759731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277828434391814,"score_gpt":0.2324405468374219,"score_spread":0.2046577033982405,"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."}}