{"id":"W4391475343","doi":"10.5962/p.353853","title":"Distribution of, and microhabitat use by, woodland salamanders along forest-farmland edges","year":2003,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Woodland; Geography; Distribution (mathematics); Ecology; Habitat; Caudata; Land use; Agroforestry; Forestry; Environmental science; Biology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001232111,0.00008996365,0.0001066437,0.000007405133,0.0005035945,0.00006025316,0.0001424244,0.0001221006,0.00007684266],"category_scores_gemma":[0.0001707441,0.00003348158,0.00003829557,0.00009218985,0.0002132365,0.00007236667,0.00002788152,0.0001206622,0.000009445136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003234958,"about_ca_system_score_gemma":0.00001557839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1478028,"about_ca_topic_score_gemma":0.8998308,"domain_scores_codex":[0.9994267,0.00006060921,0.00008568779,0.0001435447,0.00006412608,0.000219324],"domain_scores_gemma":[0.9994821,0.0002834577,0.00003934889,0.00004662173,0.00005113111,0.00009734721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002236953,0.000008884769,0.8512954,0.000004640977,0.00003858401,0.000008997502,0.000118117,4.946713e-7,0.000288738,0.001268753,0.1455934,0.00135165],"study_design_scores_gemma":[0.0001462533,0.00006570015,0.9164374,0.000007399587,0.00002491085,0.00001274658,0.0003134371,0.000001763094,0.0004992486,0.0004715762,0.0818945,0.0001250147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989146,0.0004167402,2.409191e-7,0.009711921,0.0001146724,0.0001106667,0.0002294232,0.000008158047,0.0002621706],"genre_scores_gemma":[0.9982335,0.00009719854,0.000003875841,0.0009956596,0.00002326218,0.00000179575,0.0001524798,3.600036e-7,0.0004918415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.752028,"threshold_uncertainty_score":0.8578721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646908504136837,"score_gpt":0.1908964432126571,"score_spread":0.1744273581712888,"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."}}