{"id":"W2953971273","doi":"10.1007/s12237-019-00598-y","title":"Microhabitat Heterogeneity and Population Ecology of Ribbed Mussels (Geukensia demissa) Near Their Northern Range Limit (Maritime Canada)","year":2019,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; New Brunswick Innovation Foundation","keywords":"Salt marsh; Ecology; Abiotic component; Biology; Mussel; Population; Marsh; Range (aeronautics); Habitat; Bivalvia; Invertebrate; Fishery; Mollusca; Wetland","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129681,0.0001441171,0.0002125616,0.0006635987,0.0006690584,0.0004578592,0.0003807039,0.0002160159,0.0008222668],"category_scores_gemma":[0.0002780638,0.0001965208,0.0001545351,0.0003477043,0.000563534,0.0002213446,0.0003483644,0.0002033628,0.0001743745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020225,"about_ca_system_score_gemma":0.0005945584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4149458,"about_ca_topic_score_gemma":0.7545887,"domain_scores_codex":[0.9999043,0.000006718748,0.000004099223,0.00004201232,0.0000143926,0.00002849294],"domain_scores_gemma":[0.9997886,0.00002808695,0.00004532838,0.00001137551,0.00005471694,0.00007198266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003916461,0.00008443125,0.9449507,0.00001915787,0.00006695439,0.0001908295,0.002440135,0.0007673757,0.04585933,0.0001113516,0.0001621178,0.004955967],"study_design_scores_gemma":[0.000001428618,0.00001374756,0.9991899,8.860885e-7,0.00000382099,0.00002655377,0.0003709036,0.000162186,0.000168442,0.000008518989,0.0000514587,0.000002132767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998158,0.000009864456,0.00001176394,0.000001937474,2.013157e-7,6.872024e-7,0.0000457635,9.370727e-7,0.0001129316],"genre_scores_gemma":[0.999597,0.000007894769,0.00002717418,0.00000381457,2.206106e-7,0.000001785129,0.00008471664,0.000001044458,0.000276361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5850542,"threshold_uncertainty_score":0.8250612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003032440880054848,"score_gpt":0.1623737044425838,"score_spread":0.159341263562529,"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."}}