{"id":"W2465919681","doi":"10.1002/ecs2.1360","title":"Effects of a mining‐altered environment on individual fitness of amphibians and reptiles","year":2016,"lang":"en","type":"article","venue":"Ecosphere","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vale (Canada); Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Vale Canada Limited","keywords":"Thamnophis sirtalis; Biology; Amphibian; Ecology; Abiotic component; Ectotherm; Zoology; Reproduction; Fluctuating asymmetry; Reproductive success","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151704,0.00007890996,0.0001884578,0.00001335514,0.00001903346,0.000003446404,0.00007302295,0.00005920065,0.0007733543],"category_scores_gemma":[0.0002031267,0.00004789786,0.0000383163,0.00003199379,0.0000519686,0.00002342902,0.00005043837,0.00002815696,0.00001579067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009406801,"about_ca_system_score_gemma":0.000005920999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002205666,"about_ca_topic_score_gemma":0.000002382747,"domain_scores_codex":[0.9994161,0.00004076051,0.0001974434,0.0001370086,0.0001167739,0.00009192085],"domain_scores_gemma":[0.99889,0.0007495247,0.0001506758,0.0001687782,0.000007967696,0.00003309378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004692766,0.007271035,0.04474297,0.0039894,0.001150172,0.00009953311,0.00569287,0.00002645088,0.1912781,0.1999123,0.2924379,0.25293],"study_design_scores_gemma":[0.007027417,0.002932537,0.6296133,0.001936985,0.0003368891,0.00001695968,0.0006897787,0.00007045649,0.2990945,0.05310233,0.004396883,0.0007819482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996103,0.00006032579,0.001513444,0.00008058075,0.00003276661,0.000136224,0.00003132644,0.00001070097,0.002031587],"genre_scores_gemma":[0.988201,0.0000267071,0.01113215,0.00001756927,0.00002393398,0.000009707222,9.27457e-7,0.000008271456,0.0005797282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5848704,"threshold_uncertainty_score":0.8467687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486555962932864,"score_gpt":0.2466657503294689,"score_spread":0.2218001907001402,"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."}}