{"id":"W1994233850","doi":"10.1558/jmea.v17i1.59","title":"Investigating Social Complexity through Regional Survey","year":2007,"lang":"en","type":"article","venue":"Journal of Mediterranean Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social complexity; Bronze Age; Settlement (finance); Interpretation (philosophy); Survey data collection; Geography; Archaeology; Bronze; History; Sociology; Computer science; Social science; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.002121941,0.0002069254,0.0002923755,0.00455135,0.00068014,0.001040885,0.0004790915,0.0002408963,0.001336864],"category_scores_gemma":[0.006298289,0.000175469,0.0001719161,0.004497148,0.0008959173,0.001020465,0.00169884,0.0002739744,0.0001296087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785995,"about_ca_system_score_gemma":0.001055519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07872605,"about_ca_topic_score_gemma":0.123275,"domain_scores_codex":[0.9976857,0.001254147,0.00008925907,0.0003720075,0.0003822342,0.0002167338],"domain_scores_gemma":[0.9948338,0.001608952,0.001553311,0.0005881535,0.0012286,0.0001871507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001162325,0.00004238008,0.9165499,0.00009690152,0.0001206276,0.0001735664,0.02025293,0.002045108,0.002097442,0.004491014,0.000656754,0.05335725],"study_design_scores_gemma":[0.000004830718,0.00008439337,0.9653344,0.00003584335,0.00003850461,0.0001014561,0.02611483,0.002808748,0.0004621697,0.0006613801,0.004334773,0.00001854433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880102,0.0001557792,0.004698056,0.00007722374,0.000003617794,0.0000533148,0.0005077984,0.00001281201,0.00648103],"genre_scores_gemma":[0.9959185,0.0001029857,0.003104927,0.00001123499,0.00000562576,0.00005974071,0.000371593,0.000002891982,0.0004225204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07872605,"threshold_uncertainty_score":0.1565356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400656422198607,"score_gpt":0.3014725815301799,"score_spread":0.1614069393103191,"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."}}