{"id":"W1734869293","doi":"10.1111/j.1558-5646.2011.01439.x","title":"A TEST OF HYBRID GROWTH DISADVANTAGE IN WILD, FREE-RANGING SPECIES PAIRS OF THREESPINE STICKLEBACK (GASTEROSTEUS ACULEATUS) AND ITS IMPLICATIONS FOR ECOLOGICAL SPECIATION","year":2011,"lang":"en","type":"article","venue":"Evolution","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gasterosteus; Stickleback; Biology; Genetic algorithm; Ecological speciation; Ecology; Allopatric speciation; Zoology; Fishery; Fish <Actinopterygii>; Population; Gene flow; Genetic variation; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001669168,0.00007520326,0.0001378562,0.00004660453,0.00007359864,0.000001930747,0.0001007223,0.00002747349,0.0001220413],"category_scores_gemma":[0.0002705487,0.00006914222,0.00002604212,0.0001164797,0.0001486164,0.0001793605,0.0001763811,0.00003686274,0.000006447179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000868922,"about_ca_system_score_gemma":0.000002579822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002947808,"about_ca_topic_score_gemma":0.001049567,"domain_scores_codex":[0.9993997,0.00001849185,0.0002045206,0.000171113,0.00005787387,0.0001483451],"domain_scores_gemma":[0.9996436,0.0001027683,0.0001203126,0.0001010862,0.00001414498,0.00001813006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002429112,0.0002051701,0.9899661,0.00003092354,0.000008695057,3.785912e-7,0.0002027518,0.0000307073,0.003132685,0.005280413,0.001033896,0.00008399371],"study_design_scores_gemma":[0.0004402641,0.0002133087,0.9908535,0.00001081534,0.00002140185,0.00000124166,0.0001599514,0.000387466,0.0007352085,0.007082909,0.00002986207,0.00006405341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908459,0.00003361996,0.003759541,0.0004153633,0.00004657631,0.000480439,0.00005916654,0.00001387932,0.004345521],"genre_scores_gemma":[0.9985927,0.00006156137,0.001108556,0.00002302851,0.00001281404,0.00004779473,0.0000091853,0.000004052851,0.0001402511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007746863,"threshold_uncertainty_score":0.2819538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843642119686163,"score_gpt":0.2158252637819588,"score_spread":0.1973888425850972,"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."}}