{"id":"W4399285920","doi":"10.1101/2024.05.30.596734","title":"Plio-Pleistocene decline of mesic forest underpins diversification in a clade of Australian <i>Panesthia</i> cockroaches","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Cockroach; Diversification (marketing strategy); Clade; Plio-Pleistocene; Ecology; Blattodea; Geography; Pleistocene; Biology; Phylogenetics; Archaeology; Business","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":[0.0003653622,0.0001442973,0.0001894605,0.0007206275,0.0007626576,0.0008272593,0.0002667163,0.0004063922,0.002388452],"category_scores_gemma":[0.0005527314,0.0001769748,0.0001250778,0.0005213067,0.0007654261,0.0003804746,0.0005904146,0.0004531097,0.0002725254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281459,"about_ca_system_score_gemma":0.0001835443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004211339,"about_ca_topic_score_gemma":0.008544981,"domain_scores_codex":[0.999886,0.00002039964,0.000006558334,0.00004798237,0.00001678791,0.00002219576],"domain_scores_gemma":[0.9995535,0.00006933701,0.0001882442,0.00003068322,0.00006520807,0.00009300651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000352804,0.00005217263,0.8494793,0.0001568789,0.0001108921,0.0006618943,0.007038928,0.0004739451,0.1277148,0.0005408647,0.0002527037,0.01316484],"study_design_scores_gemma":[0.00000125229,0.00001669197,0.9988656,0.0000058469,0.000006630083,0.0001026764,0.0003236886,0.0001823885,0.0002001979,0.00002943256,0.0002633109,0.000002387704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992371,0.00009262597,0.00007678406,0.00003422706,9.261351e-7,0.000002142865,0.0000411863,0.000004536842,0.0005105613],"genre_scores_gemma":[0.9997185,0.00004958573,0.00005153475,0.00001513071,0.000002058114,0.000001663799,0.00006333565,0.000002000521,0.00009613188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004211339,"threshold_uncertainty_score":0.008373618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968333052884077,"score_gpt":0.2287877020281557,"score_spread":0.2091043714993149,"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."}}