{"id":"W4210802313","doi":"10.51270/45.2.202","title":"What Lies Beneath the Surface: A Ceramic Technology Approach to Iroquoian Pottery","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Archaeology","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pottery; Archaeology; Consistency (knowledge bases); Selection (genetic algorithm); History; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002176949,0.0003802856,0.0004352392,0.005128291,0.008377193,0.005088537,0.001736551,0.0008306603,0.002099671],"category_scores_gemma":[0.002859236,0.0004792641,0.0002350412,0.005174641,0.009598983,0.001724225,0.003619582,0.0008937718,0.0001367883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021235,"about_ca_system_score_gemma":0.006316022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2958328,"about_ca_topic_score_gemma":0.6964467,"domain_scores_codex":[0.998451,0.000591406,0.00005580679,0.0002779917,0.000221644,0.000402157],"domain_scores_gemma":[0.9983564,0.0007533254,0.0003532015,0.00009781437,0.0002870308,0.0001521954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004577769,0.00003717733,0.06637916,0.0001395429,0.00001062557,0.001425036,0.9111626,0.00009192691,0.002321082,0.00193624,0.000186019,0.01626482],"study_design_scores_gemma":[0.00000187499,0.00003448596,0.09190905,0.00007546823,0.00001021115,0.0002771473,0.9027147,0.0001056378,0.0002300708,0.0002918181,0.004340549,0.0000089947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911243,0.0003085124,0.0004893829,0.000214707,0.000004929413,0.00004016666,0.00002522677,0.000002799218,0.007789923],"genre_scores_gemma":[0.9967113,0.000279505,0.001045726,0.00004870937,0.000004297002,0.00002550822,0.00002942195,0.000005026796,0.001850548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7041671,"threshold_uncertainty_score":0.5882218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153257911830381,"score_gpt":0.2514245288689261,"score_spread":0.2298919497506223,"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."}}