{"id":"W2797506714","doi":"10.7939/r3rq8z","title":"Using under-road tunnels to protect a declining population of long-toed salamanders (Ambystoma macrodactylum) in Waterton Lakes National Park","year":2010,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National park; Geography; Archaeology; Population; Ecology; Biology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847535,0.0001568117,0.00008797908,0.0002389503,0.0007474304,0.0004108938,0.0005711485,0.0002490363,0.0005346946],"category_scores_gemma":[0.0005122005,0.00009782383,0.00008687709,0.0001539619,0.0004763636,0.0003319818,0.0003491289,0.0001830284,0.00008443677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148726,"about_ca_system_score_gemma":0.001601372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1675312,"about_ca_topic_score_gemma":0.6574068,"domain_scores_codex":[0.9998646,0.00003206504,0.000004425839,0.00001998932,0.00002981966,0.00004914284],"domain_scores_gemma":[0.9996206,0.00003784569,0.0001418429,0.00001631978,0.00006630176,0.000117183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001890951,0.0004071997,0.9562199,0.00004603367,0.00004051075,0.0003643,0.001452976,0.000598456,0.009346829,0.0001016969,0.0003831523,0.03084995],"study_design_scores_gemma":[0.00001632742,0.0007579605,0.9915218,0.00002358199,0.00003359933,0.0001438276,0.004092111,0.001174789,0.00124419,0.00005695339,0.0009269949,0.000007719589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996774,0.00002726595,0.00004219345,0.00002364422,8.164918e-7,0.000008323842,0.00001186784,0.000001994326,0.0002063983],"genre_scores_gemma":[0.9991474,0.00005463672,0.0003780832,0.0000228168,0.000001193017,0.000008872284,0.00003583816,4.65666e-7,0.0003506004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8324688,"threshold_uncertainty_score":0.3331121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721163035128646,"score_gpt":0.2286915391992484,"score_spread":0.2114799088479619,"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."}}