{"id":"W4308726151","doi":"10.22621/cfn.v136i2.2905","title":"Do turtle roadkill hotspots shift from year to year?","year":2022,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society; Canadian Wildlife Federation","funders":"Environment and Climate Change Canada; Canadian Wildlife Federation; Government of Canada","keywords":"Geography; Hotspot (geology); Physical geography; Cartography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001295323,0.00008412689,0.00006881978,0.00004118777,0.0005310997,0.00009282762,0.0004245795,0.00004097753,0.05834727],"category_scores_gemma":[0.00004729633,0.00007134518,0.00004501768,0.0002419005,0.0000296229,0.00009857296,0.000138052,0.0003036848,0.002882317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459585,"about_ca_system_score_gemma":0.0000474668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6506866,"about_ca_topic_score_gemma":0.6477099,"domain_scores_codex":[0.9991854,0.00006073513,0.0001033358,0.0002219547,0.0002076531,0.0002209618],"domain_scores_gemma":[0.9993346,0.00006263876,0.00003116008,0.0003883864,0.000005850346,0.0001773991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000288065,0.00001195828,0.02846613,6.347183e-7,0.00001526551,0.00001740807,0.001687286,0.0004875985,0.000245398,0.001168567,0.9644491,0.003421808],"study_design_scores_gemma":[0.00009640836,0.0000235819,0.2604623,0.000003240062,0.000008730677,0.000003722566,0.0005277591,0.00008134067,0.00007865552,0.0008206888,0.737745,0.0001485463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916882,0.0000156928,0.000003837732,0.04916643,0.0007027844,0.000180659,0.0001336964,0.00002197005,0.05808677],"genre_scores_gemma":[0.9724995,9.807399e-7,0.00009318243,0.01819744,0.00009633266,0.00002977631,0.00003280026,0.00000995103,0.009039999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319962,"threshold_uncertainty_score":0.997894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120506532174195,"score_gpt":0.2191981633332111,"score_spread":0.2079930980114691,"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."}}