{"id":"W2091537480","doi":"10.1109/oceans.2014.7003289","title":"The CARRA project: Developing tools to help heritage managers identify and respond to coastal hazard impacts on archaeological resources","year":2014,"lang":"en","type":"article","venue":"","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geography; Vulnerability (computing); Resource (disambiguation); Coastal erosion; Coastal management; Environmental resource management; Risk assessment; Archaeology; Hazard; Environmental planning; Shore; Ecology; Environmental science; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008456995,0.002238874,0.0007697176,0.007590222,0.001725698,0.005100247,0.00245771,0.001338682,0.0144451],"category_scores_gemma":[0.01935954,0.0009167123,0.001429728,0.003718717,0.001302206,0.003989594,0.00635042,0.001543931,0.006599721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124246,"about_ca_system_score_gemma":0.007226706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08868123,"about_ca_topic_score_gemma":0.1409323,"domain_scores_codex":[0.9967585,0.000962095,0.0002503428,0.0006214922,0.001151325,0.0002563238],"domain_scores_gemma":[0.9880918,0.005413196,0.001320769,0.001200775,0.002807373,0.001166089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000588046,0.0006129475,0.03689624,0.003217354,0.0005321131,0.0007038961,0.007230623,0.004929721,0.00648616,0.008849282,0.3163207,0.6136329],"study_design_scores_gemma":[0.0003834567,0.0004689808,0.06604607,0.003128664,0.0005313301,0.0008697204,0.007338315,0.0478173,0.009568631,0.0144517,0.8489819,0.0004140715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.07436966,0.006530891,0.4852398,0.006102364,0.0009429081,0.0131136,0.1514256,0.1606641,0.1016109],"genre_scores_gemma":[0.06414516,0.002443881,0.8293076,0.0007086921,0.00009860581,0.005230182,0.06949298,0.005232547,0.02334047],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08868123,"threshold_uncertainty_score":0.1763301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03929020722948053,"score_gpt":0.2717615000515113,"score_spread":0.2324712928220308,"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."}}