{"id":"W1981451010","doi":"10.1038/4351039a","title":"Island of the clones","year":2005,"lang":"en","type":"article","venue":"Nature","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Archipelago; Novelty; Selection (genetic algorithm); Biology; Population; Geography; Ecology; Evolutionary biology; Demography","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":[0.00006581793,0.0001917331,0.0002741547,0.0004978112,0.001674672,0.0005950494,0.0003454626,0.0001967546,0.02043676],"category_scores_gemma":[0.0002974107,0.0001367008,0.0001231629,0.0008667838,0.0005039085,0.0003604512,0.0007050057,0.0006492788,0.002963002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005335629,"about_ca_system_score_gemma":0.0008884899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05864135,"about_ca_topic_score_gemma":0.1929442,"domain_scores_codex":[0.9999322,0.00000479209,0.000002412718,0.00002658615,0.00001626427,0.00001784967],"domain_scores_gemma":[0.9998354,0.00001360267,0.00001804924,0.00002783043,0.00006523,0.00003997291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001150886,0.0001969128,0.3644562,0.0004524633,0.0001338507,0.006705401,0.008611564,0.0006808664,0.03708086,0.03106634,0.08614434,0.4633203],"study_design_scores_gemma":[0.00004934322,0.0001283502,0.6128847,0.00008494635,0.0000594731,0.002350748,0.005043599,0.0004623343,0.002225251,0.001423135,0.3752623,0.00002580433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4892158,0.0007748494,0.001714393,0.0007033962,0.0003326346,0.0001289436,0.003051636,0.0003502132,0.5037282],"genre_scores_gemma":[0.8378607,0.0004904054,0.004025092,0.0003235986,0.0001100689,0.00007181139,0.003787339,0.0001041997,0.1532267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05864135,"threshold_uncertainty_score":0.1166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007538149453346526,"score_gpt":0.2317739837366078,"score_spread":0.2242358342832613,"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."}}