{"id":"W4310673946","doi":"10.1111/aec.13260","title":"Invasion of rocky shores by a mytilid mussel reveals an abundant‐centre distribution coupled with moderate increases in densities at its absolute range limits","year":2022,"lang":"en","type":"article","venue":"Austral Ecology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Range (aeronautics); Abundance (ecology); Ecology; Population; Population density; Geography; Biology; Population size; Shore; Species distribution; Fishery; Demography; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001528412,0.00009815555,0.0001170801,0.0003839744,0.000356946,0.0003630719,0.0001467552,0.0001240835,0.001081339],"category_scores_gemma":[0.0003844993,0.0001122925,0.0001290706,0.0002504593,0.000313676,0.0001798175,0.0002981466,0.0001727616,0.0001353942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100611,"about_ca_system_score_gemma":0.00009326005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541161,"about_ca_topic_score_gemma":0.01516616,"domain_scores_codex":[0.9999267,0.00001305804,0.000005742464,0.00002486675,0.00001334213,0.00001634019],"domain_scores_gemma":[0.9996524,0.00003505497,0.0001946632,0.00002125255,0.00004893102,0.00004758708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009933946,0.00001394076,0.9695392,0.00001558689,0.00002241951,0.0001618265,0.0006309846,0.00008368413,0.0263899,0.00004543124,0.00005531088,0.002942465],"study_design_scores_gemma":[6.633555e-7,0.00001121927,0.9993548,0.000001822262,0.000001660461,0.00007248554,0.0002150147,0.00008037985,0.0002017054,0.000008646132,0.00005047683,0.000001029288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996715,0.00001533702,0.00004195258,0.000005756794,3.483983e-7,8.265858e-7,0.00002756515,0.000001899896,0.0002348664],"genre_scores_gemma":[0.9998647,0.000006500266,0.00004477432,0.000002762711,5.564383e-7,0.000001341311,0.00002599311,5.344162e-7,0.00005282052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00541161,"threshold_uncertainty_score":0.01076025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621648812088163,"score_gpt":0.2263275824365069,"score_spread":0.2101110943156252,"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."}}