{"id":"W3033216445","doi":"10.1139/cjz-2020-0004","title":"Look both ways: factors affecting roadkill probability in Blue-black Grassquits (<i>Volatinia jacarina</i>)","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Habitat; Ecology; Geography; Fishery; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002794022,0.0001254435,0.000225594,0.00009195758,0.00009072533,0.00003161229,0.000200615,0.00009865246,0.001380401],"category_scores_gemma":[0.0004469439,0.0001162746,0.00008179901,0.0002957688,0.0001761638,0.0003276428,0.00003107858,0.0004067549,0.00008200608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365763,"about_ca_system_score_gemma":0.0002274957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0168031,"about_ca_topic_score_gemma":0.1644808,"domain_scores_codex":[0.9988257,0.0001191001,0.0004188933,0.0001977083,0.0001143057,0.0003243454],"domain_scores_gemma":[0.9990537,0.00009682488,0.0002383322,0.0001155601,0.00002473542,0.00047087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000143825,0.00001153355,0.9918416,0.000005267515,0.00001002564,0.00006158382,0.002651867,0.00233485,0.0005067951,0.00003207583,0.001445091,0.001084976],"study_design_scores_gemma":[0.0003040878,0.0002687036,0.9929754,0.00002060491,0.00001301514,0.00006349099,0.0009352816,0.0007576869,0.0001705442,0.0003518832,0.004007838,0.0001315065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951158,0.00002464442,0.0002045975,0.002257544,0.000235443,0.0001297346,0.000004483971,0.000005944272,0.002021861],"genre_scores_gemma":[0.9985766,0.00000272338,0.0002998922,0.0009707317,0.00008873262,0.00000118033,0.000001937631,0.00001039228,0.00004777982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476777,"threshold_uncertainty_score":0.9995325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942830885612534,"score_gpt":0.2178904870556308,"score_spread":0.1884621781995055,"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."}}