{"id":"W1976226743","doi":"10.1163/156853812x625512","title":"Interactive effects of roads and weather on juvenile amphibian movements","year":2012,"lang":"en","type":"article","venue":"Amphibia-Reptilia","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds en Fiducie pour la Faune du Nouveau-Brunswick; Université de Moncton","keywords":"Abundance (ecology); Habitat; Lithobates; Ecology; Amphibian; Juvenile; Salamander; Environmental science; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001556008,0.0001640155,0.0001735031,0.00005375995,0.00008318487,0.00001950496,0.0001124526,0.00006284499,0.001525534],"category_scores_gemma":[0.00007626638,0.000147208,0.00006593225,0.0001397154,0.0001117406,0.0005572324,0.0001173073,0.0001112712,0.0004865712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137938,"about_ca_system_score_gemma":0.000004908098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005479432,"about_ca_topic_score_gemma":0.0001120189,"domain_scores_codex":[0.9989469,0.0000606363,0.000238266,0.0002542759,0.0002377886,0.0002621447],"domain_scores_gemma":[0.9992949,0.000124958,0.0001563685,0.0002936577,0.00001182004,0.0001182523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000134058,0.0008370815,0.8258735,0.00003362979,0.0000784638,0.000003128295,0.002585735,0.00003753729,0.1131051,0.0002709038,0.01990161,0.03713929],"study_design_scores_gemma":[0.0006305652,0.000330458,0.9163242,0.0001181309,0.00003056564,0.00000627577,0.0002484026,0.000251197,0.05885739,0.0001664289,0.02278865,0.0002477408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837314,0.00003232418,0.00004564946,0.0001932467,0.0003830858,0.0002549519,0.000003896395,0.00002759396,0.01532779],"genre_scores_gemma":[0.9957993,0.00001429568,0.0002433961,0.0009152753,0.00006666157,0.00003474065,0.000005784104,0.00001837413,0.002902153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0904507,"threshold_uncertainty_score":0.9993872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006014941036752086,"score_gpt":0.2268249861982142,"score_spread":0.2208100451614621,"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."}}