{"id":"W4281479282","doi":"10.1017/aap.2022.9","title":"Estimating Volumes of Coastal Shell Midden Sites Using Geometric Solids","year":2022,"lang":"en","type":"article","venue":"Advances in Archaeological Practice","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Raincoast Conservation Foundation; Tula Foundation; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Hakai Institute; Natural Sciences and Engineering Research Council of Canada; Mitacs; Parks Canada; University of Victoria","keywords":"Midden; Archaeology; Geography; Scale (ratio); Settlement (finance); Geology; Geospatial analysis; Physical geography; Remote sensing; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006672617,0.00009919614,0.0001646191,0.00008442523,0.0002386675,0.000006280517,0.0002649668,0.00002846939,0.0005898771],"category_scores_gemma":[0.001319085,0.0000936565,0.00003984547,0.0009870084,0.0005205474,0.0004386236,0.0008754864,0.0003438589,0.00002585741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009763853,"about_ca_system_score_gemma":0.00001054642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004771869,"about_ca_topic_score_gemma":0.00006010864,"domain_scores_codex":[0.9985096,0.00026379,0.0002883755,0.0003095465,0.0003781565,0.0002504651],"domain_scores_gemma":[0.998333,0.001163678,0.0002347497,0.0002074743,0.00001171446,0.00004939695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009347554,0.0003081259,0.04929161,0.00001014799,0.000006402307,0.00004483838,0.0008353597,0.8416846,0.005949411,0.0004029464,0.00003817988,0.1013349],"study_design_scores_gemma":[0.0007326754,0.0008258157,0.02835399,0.00002133579,0.00005676403,0.0005227874,0.003769812,0.859782,0.001107621,0.01862663,0.08559775,0.0006028275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440655,0.0006123653,0.03770216,0.0005236583,0.000109886,0.0002083835,0.00000895521,0.00003820816,0.01673089],"genre_scores_gemma":[0.7488873,0.00005100686,0.2508107,0.0001602605,0.00001861053,0.00000453652,0.000005020258,0.000006107215,0.00005638598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131086,"threshold_uncertainty_score":0.6458741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263732413549173,"score_gpt":0.3106909779561318,"score_spread":0.28805365382064,"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."}}