{"id":"W4237515464","doi":"10.1002/9781444338386.wbeah30062","title":"Prospecting","year":2016,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Prospecting; Geology; Geochemistry","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":[0.0005310203,0.0001406703,0.0002579187,0.00008741132,0.0001797381,0.000003054977,0.00046628,0.0001263403,0.005268365],"category_scores_gemma":[0.0003760061,0.00008596996,0.0001153832,0.0000815276,0.001479288,0.00002574748,0.0001141805,0.0001438719,0.0004854728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279689,"about_ca_system_score_gemma":0.0003509664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008677537,"about_ca_topic_score_gemma":0.005081123,"domain_scores_codex":[0.9986725,0.0001114719,0.0001779001,0.0002191293,0.0005174426,0.0003015588],"domain_scores_gemma":[0.99912,0.0001699118,0.0003194693,0.0002823751,0.00004743126,0.00006081437],"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":[0.00000203695,0.00002453726,0.0001068275,0.00002101486,0.00001695477,0.000001128962,0.00556107,8.930802e-9,0.0000112341,0.01494537,0.9758492,0.003460675],"study_design_scores_gemma":[0.00006017055,0.00001147218,0.0001226831,0.0001061707,0.00002348019,1.022752e-7,0.0003975742,5.703286e-8,0.000001063086,0.0001780773,0.9989733,0.0001259274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003540497,0.008596294,0.00001000864,0.001884399,0.002882725,0.0003079429,0.00001032902,0.0001553575,0.9861175],"genre_scores_gemma":[0.0001339973,0.004308369,0.00005660655,0.0001513477,0.001650449,0.00001673645,5.734493e-7,0.00008852595,0.9935934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02312408,"threshold_uncertainty_score":0.9956409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216760134204523,"score_gpt":0.2807469130953814,"score_spread":0.2590708996749291,"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."}}