{"id":"W6892201143","doi":"10.5061/dryad.50557nm","title":"Breaking ecological barriers: anthropogenic disturbance leads to habitat transitions, hybridization, and high genetic diversity","year":2019,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biological dispersal; Genetic diversity; Habitat; Population; Genetic structure; Disturbance (geology); Obligate; Population 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002656369,0.0006144456,0.0007674689,0.0003161102,0.0009248542,0.0001600737,0.000721971,0.0004292617,0.001114938],"category_scores_gemma":[0.0002681884,0.0006374857,0.0001540559,0.0005464662,0.0004576279,0.0002204442,0.0007674393,0.0004891294,0.004732477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818471,"about_ca_system_score_gemma":0.0001570352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003459631,"about_ca_topic_score_gemma":0.001253812,"domain_scores_codex":[0.9967412,0.0002937504,0.0004520462,0.001235429,0.0006166466,0.0006609028],"domain_scores_gemma":[0.9979917,0.0001362631,0.0002460014,0.0009745192,0.0001863312,0.000465149],"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":[0.00007867182,0.0001002577,0.01044822,0.0001556862,0.00009139525,0.000118108,0.0001030292,0.0003162909,0.00007828576,0.00001176914,0.9884325,0.00006583255],"study_design_scores_gemma":[0.001043295,0.0003331011,0.2076546,0.000166405,0.0006685665,0.00007508576,0.00007727953,0.00004910805,0.00004354067,0.0000844055,0.788567,0.001237603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.09878254,0.0006389607,0.0002850364,0.0002547802,0.0006206269,0.0008718565,0.8984185,0.0001196102,0.000008046428],"genre_scores_gemma":[0.1457445,0.000205264,0.0003700846,0.0005446859,0.0002264299,0.00003714757,0.8527445,0.00007447776,0.00005282356],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1998655,"threshold_uncertainty_score":0.9997982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393588947149854,"score_gpt":0.2513800667026552,"score_spread":0.2374441772311567,"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."}}