{"id":"W2991229397","doi":"10.22621/cfn.v133i2.2219","title":"Roadkill of Eastern Newts (<i>Notophthalmus viridescens</i>) in a protected area in Quebec","year":2019,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"","keywords":"Notophthalmus viridescens; Amphibian; Geography; Triturus; Caudata; Ecology; Biology; Regeneration (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001758213,0.0001467715,0.0001478041,0.0005630546,0.001848889,0.0005573961,0.0005072177,0.000237888,0.002169649],"category_scores_gemma":[0.0003434198,0.00009933575,0.0001561836,0.0005123416,0.0007708968,0.0003113437,0.0004660959,0.0003248413,0.0001862213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008032922,"about_ca_system_score_gemma":0.004269503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9663744,"about_ca_topic_score_gemma":0.9958074,"domain_scores_codex":[0.9998094,0.00001358878,0.000004867347,0.00003993438,0.00005657203,0.00007560686],"domain_scores_gemma":[0.999512,0.00002805622,0.0001252868,0.00001504551,0.0001377818,0.0001819841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006293331,0.00009110872,0.9769769,0.00003498446,0.00004686504,0.001051165,0.002439726,0.0002707821,0.002802292,0.00009604644,0.002126183,0.01400103],"study_design_scores_gemma":[0.000002260293,0.00002405213,0.9955376,0.00001423033,0.000009079902,0.0001510856,0.002681511,0.00023518,0.00009928049,0.00001231535,0.001227919,0.000005388691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972327,0.00008095568,0.00006177648,0.00009138318,0.000005320914,0.00001642832,0.0002369391,0.000005928922,0.002268417],"genre_scores_gemma":[0.997251,0.00009976522,0.000112052,0.00006229718,0.000002437782,0.00000596232,0.0002221841,0.000002498662,0.002241762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0336256,"threshold_uncertainty_score":0.06764722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082646972329471,"score_gpt":0.2106564490104938,"score_spread":0.1998299792871991,"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."}}