{"id":"W7086946497","doi":"10.5683/sp3/m167pm","title":"Experimental test of hybrid fitness change as a cause of species collapse following species invasion","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Limnetic zone; Predation; Crayfish; Benthic zone; Hybrid zone; Genetic Fitness","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":[0.002177378,0.000599216,0.0007265592,0.0007500738,0.0006040001,0.0006324569,0.001460485,0.001193374,0.008310447],"category_scores_gemma":[0.00514073,0.000269409,0.0008609626,0.000893429,0.0004248911,0.0005013976,0.0009901592,0.0009707956,0.003158404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007949807,"about_ca_system_score_gemma":0.0007918782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588075,"about_ca_topic_score_gemma":0.03572806,"domain_scores_codex":[0.9994202,0.0001629339,0.00005098816,0.0002364627,0.00006870597,0.00006070501],"domain_scores_gemma":[0.997825,0.0009759646,0.0003547573,0.0004524654,0.0002485086,0.000143428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002714591,0.001109317,0.2192005,0.003449262,0.001661911,0.000464284,0.0003971169,0.01354263,0.004431945,0.003460628,0.7282395,0.02132822],"study_design_scores_gemma":[0.004944445,0.00141587,0.5756069,0.0005965049,0.001411449,0.0009759514,0.0008129509,0.03162105,0.004097002,0.007382464,0.3708923,0.0002430846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07179748,0.0003273376,0.0009114471,0.0005857818,0.0001449395,0.0001117456,0.9237835,0.0003622379,0.001975539],"genre_scores_gemma":[0.06666432,0.0001222486,0.002697826,0.0003672684,0.00004065976,0.0007359195,0.9273332,0.00005817925,0.001980383],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01588075,"threshold_uncertainty_score":0.03157663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084294997845852,"score_gpt":0.3483853249436017,"score_spread":0.2399558251590165,"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."}}