{"id":"W1536830795","doi":"10.7275/2175968","title":"The Phylogeography of Marstonia Lustrica: Understanding the Relationship Between Glaciation and the Evolution and Distribution of a Rare Snail","year":2022,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phylogeography; Glacial period; Snail; Distribution (mathematics); Paleontology; Geology; Ecology; Geography; Biology; Phylogenetics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055701,0.0001119584,0.0001349628,0.001143915,0.0004890658,0.0004509748,0.0002027173,0.0002334239,0.001050384],"category_scores_gemma":[0.001097701,0.0001078575,0.0002058833,0.0007323648,0.0004258781,0.0005022603,0.0004733354,0.0002510597,0.00008555853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732964,"about_ca_system_score_gemma":0.0001638556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008233644,"about_ca_topic_score_gemma":0.01773918,"domain_scores_codex":[0.9998651,0.00004888019,0.000006567058,0.00004563953,0.00001087153,0.00002300498],"domain_scores_gemma":[0.9994717,0.0001598239,0.0002380393,0.00004406232,0.00003630276,0.00004999986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006233112,0.00001214426,0.9899614,0.00001288548,0.00004453135,0.00007558794,0.0009713665,0.0005747718,0.002965483,0.0002450991,0.00003784845,0.005036604],"study_design_scores_gemma":[0.000001484221,0.00001755806,0.9976623,0.000007539411,0.00001251583,0.00006428307,0.0003986227,0.001484369,0.00007610687,0.00008563253,0.0001872675,0.000002219775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994562,0.0000734843,0.0001637766,0.00002210394,2.887178e-7,0.000001021359,0.00002769445,0.000001751459,0.000253697],"genre_scores_gemma":[0.9997602,0.00003891969,0.000121385,0.000004711953,0.000001129144,0.00000107534,0.00003968856,7.856319e-7,0.00003209109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008233644,"threshold_uncertainty_score":0.01637143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999069416750438,"score_gpt":0.2007109867299422,"score_spread":0.1707202925624378,"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."}}