{"id":"W2771904357","doi":"","title":"Characterizing sedimentary bedforms as habitat for fishes and invertebrates in the San Juan Archipelago, Washington, USA, and the Georgia Basin, British Columbia","year":2007,"lang":"en","type":"article","venue":"Digital Commons - CSUMB (California State University, Monterey Bay)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Structural basin; Invertebrate; Bedform; Habitat; Oceanography; Geology; Geography; Archaeology; Sedimentary rock; Fishery; Ecology; Paleontology; Sediment; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005525446,0.0001621481,0.0002444755,0.00007536404,0.0007396003,0.001264103,0.0003964766,0.00006033726,0.0001353171],"category_scores_gemma":[0.00007932854,0.0001321111,0.00007073283,0.0002328989,0.0005383285,0.001079173,0.0001075817,0.0002284524,0.00001708834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000106925,"about_ca_system_score_gemma":0.00002912757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04364081,"about_ca_topic_score_gemma":0.6344944,"domain_scores_codex":[0.9988066,0.00007501275,0.000262086,0.0002599737,0.0001780183,0.0004183102],"domain_scores_gemma":[0.9987124,0.0008451556,0.0001042832,0.0001504795,0.00004761794,0.0001400372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003218229,0.00003724651,0.9613352,0.0000469386,0.00002892704,0.00004172099,0.001452408,0.000008340457,7.845946e-7,0.00006020522,0.001220279,0.03544611],"study_design_scores_gemma":[0.00132698,0.0002652622,0.9499146,0.00006371723,0.00002349301,0.00008712885,0.0051469,0.00114402,0.000004849052,0.008891493,0.03288488,0.0002466085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897501,0.0001887265,0.00008272723,0.001482402,0.00004654824,0.0004697114,0.00187774,0.00002614774,0.006075884],"genre_scores_gemma":[0.9977443,0.0001421606,0.00009877059,0.001284018,0.00001679162,9.506038e-7,0.0004521864,0.000004848695,0.000256036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5908536,"threshold_uncertainty_score":0.9997727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034173165024871,"score_gpt":0.1841509326058099,"score_spread":0.1738092009555612,"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."}}