{"id":"W2223711630","doi":"10.2980/1195-6860(2006)13[424:fobndi]2.0.co;2","title":"Frontiers of Biogeography: New Directions in the Geography of Nature M. V. Lomolino, L. R. Heaney . 2004. Frontiers of Biogeography: New Directions in the Geography of Nature. Sinauer Associates.<i>xi</i>+. 436 17.5 × 23.5 cm, softcover, US$49.95. ISBN: 0-21893-478-2.","year":2006,"lang":"en","type":"article","venue":"Ecoscience","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biogeography; Geography; Ecology; Economic geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001286071,0.0004877192,0.0007365735,0.001038188,0.0003469688,0.00007043136,0.001738155,0.0005380635,0.0005782347],"category_scores_gemma":[0.0001780305,0.0003711356,0.0009094904,0.01034568,0.00195523,0.0005386886,0.0001909928,0.0009408938,0.000006751665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785488,"about_ca_system_score_gemma":0.0001048337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0270349,"about_ca_topic_score_gemma":0.008835995,"domain_scores_codex":[0.9954373,0.000301764,0.001077949,0.0008361782,0.001435798,0.0009109754],"domain_scores_gemma":[0.9976789,0.0002347041,0.0008699502,0.0009315534,0.0001056675,0.000179186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004443052,0.0007599581,0.851262,0.00001621089,0.00004487879,0.000003012706,0.0002652325,0.0001409855,0.001313865,0.0002289813,0.1456095,0.0003109625],"study_design_scores_gemma":[0.0007482106,0.0001817343,0.9258256,0.00005222476,0.00009044232,0.000006558357,0.001528892,0.00003865238,0.0024626,0.001485274,0.06722295,0.0003568815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486507,0.03325472,0.0001775064,0.002531377,0.001825175,0.001146189,0.002271947,0.0000720847,0.01007027],"genre_scores_gemma":[0.9926178,0.00514445,0.0009203618,0.000830089,0.00007825188,0.00004221593,0.0001932668,0.00002871148,0.0001448819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07838652,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006043056248928856,"score_gpt":0.216799435154814,"score_spread":0.2107563789058851,"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."}}