{"id":"W1754847401","doi":"","title":"Benthic biology of two near-shore arctic locations, and potential impacts of sea level change, coastal erosion, and climate change","year":2007,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Benthic zone; Coastal erosion; Shore; Oceanography; Habitat; Environmental science; Biodiversity; Sediment; Climate change; Erosion; Ecology; Coastal management; Tide pool; Geography; Intertidal zone; Geology; Biology; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001182416,0.0002176988,0.0001367175,0.0003950037,0.0007772679,0.0003261508,0.00007305574,0.0001503071,0.0009057852],"category_scores_gemma":[0.0001472084,0.0001581114,0.000184613,0.0002580197,0.0002156328,0.0001517628,0.0003389867,0.000131928,0.0001924222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121694,"about_ca_system_score_gemma":0.0002819077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04791052,"about_ca_topic_score_gemma":0.1767823,"domain_scores_codex":[0.9999352,0.000007156603,0.00000378369,0.00001985107,0.00001361682,0.00002040308],"domain_scores_gemma":[0.9998827,0.000006328558,0.00002435393,0.000005183067,0.00002972914,0.000051826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004417016,0.0000839251,0.9733655,0.00002736508,0.00004508741,0.000382594,0.00116058,0.0001675812,0.01771905,0.00005995449,0.0001162666,0.006430347],"study_design_scores_gemma":[0.000001395328,0.0001194572,0.9986398,0.000002841353,0.000007219778,0.0001424658,0.0006250286,0.0000722769,0.0002134458,0.000006091607,0.0001681461,0.000002032691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995463,0.00004007493,0.00002137242,0.000003645933,0.000001460367,0.000001862976,0.00008197318,5.95456e-7,0.0003026375],"genre_scores_gemma":[0.9984319,0.00009679033,0.0001550728,0.00001153373,0.000001675978,0.000005622086,0.0002761655,8.131037e-7,0.001020512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791052,"threshold_uncertainty_score":0.0952633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08328332774395497,"score_gpt":0.3771736619343843,"score_spread":0.2938903341904293,"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."}}