{"id":"W1912509162","doi":"10.1111/bij.12594","title":"Layers of contingency shroud pervasive ecological divergence in a local radiation of land snails","year":2015,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Woodside; Rio Tinto","keywords":"Ecology; Biology; Habitat; Population; Adaptive radiation; Context (archaeology); Phylogenetic tree; Paleontology; Demography","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":[0.0003379646,0.000116976,0.000315976,0.0008092475,0.0006227455,0.0007245347,0.0002574489,0.0002664271,0.001058637],"category_scores_gemma":[0.001333153,0.0002629807,0.0001638245,0.0003836091,0.001795333,0.0004245559,0.001278861,0.0003438903,0.00009671385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386536,"about_ca_system_score_gemma":0.0002153346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676811,"about_ca_topic_score_gemma":0.005679206,"domain_scores_codex":[0.999679,0.00009867609,0.00002319881,0.0001013134,0.00004410729,0.00005368135],"domain_scores_gemma":[0.9991961,0.0001776758,0.0003340782,0.0001045977,0.00005413037,0.0001334888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002431357,0.00003240628,0.9655724,0.0000238003,0.0001101752,0.0002668732,0.003182469,0.0003115877,0.02503412,0.0004161749,0.00002836923,0.0047786],"study_design_scores_gemma":[0.000002563178,0.00003575621,0.998327,0.0000029728,0.00001230634,0.0001624746,0.0008804366,0.0001762371,0.0001632581,0.0001883594,0.00004389679,0.000004773969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998153,0.00001368658,0.00004574655,0.000005362182,1.559363e-7,6.064925e-7,0.000003566533,0.000001176252,0.0001144272],"genre_scores_gemma":[0.999927,0.000005435956,0.00003520721,0.000003006802,5.118687e-7,7.565824e-7,0.000007030866,6.228346e-7,0.00002048669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676811,"threshold_uncertainty_score":0.00354147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05552215926708659,"score_gpt":0.2498441719020975,"score_spread":0.1943220126350109,"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."}}