{"id":"W4245420174","doi":"10.7287/peerj.preprints.2344","title":"Predator management and species at risk in Alberta","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Woodland caribou; Woodland; Geography; Threatened species; Endangered species; Population; Habitat; Wildlife; Predation; Ecology; Wildlife management; Biology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318586,0.0001523025,0.00007599384,0.001297935,0.001620921,0.0007994873,0.0006227265,0.0002620506,0.003472335],"category_scores_gemma":[0.000485034,0.00007983745,0.0001468791,0.001068712,0.0004775656,0.0002061524,0.0004684926,0.000337256,0.0002186294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01114118,"about_ca_system_score_gemma":0.008831167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9496701,"about_ca_topic_score_gemma":0.9823094,"domain_scores_codex":[0.9998247,0.00001150766,0.000005370139,0.00001533801,0.00008166059,0.0000614513],"domain_scores_gemma":[0.9996718,0.00001637706,0.0000431124,0.000004225666,0.00009081806,0.0001736264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002753468,0.0001900523,0.7749624,0.0001455315,0.00005669436,0.001936155,0.005871438,0.001778722,0.00154064,0.009085553,0.03023597,0.1739215],"study_design_scores_gemma":[0.0000125087,0.00005044536,0.9587706,0.0001111803,0.00002268012,0.0005006792,0.004352857,0.0007651161,0.000121812,0.001023112,0.03424657,0.00002229547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118598,0.006878851,0.0002735807,0.003242857,0.0001030191,0.00003067872,0.0009357106,0.00007338284,0.07660215],"genre_scores_gemma":[0.975514,0.004603435,0.0005973738,0.0005522092,0.00002408127,0.00001184155,0.0007523456,0.00001137437,0.01793334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05032986,"threshold_uncertainty_score":0.1012525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009093796190254275,"score_gpt":0.1976525373505773,"score_spread":0.188558741160323,"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."}}