{"id":"W1551438251","doi":"10.22230/jem.2010v10n3a436","title":"Badger Wildlife Habitat Decision Aid","year":2009,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kamloops Art Gallery","funders":"Ministry of Environment; Thompson Rivers University","keywords":"Wildlife; Badger; Habitat; Geography; Ecology; Endangered species; Forest management; Silviculture; Wildlife management; Environmental resource management; Wildlife conservation; Range (aeronautics); Agroforestry; Forestry; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005025588,0.00007022861,0.000131517,0.00005197314,0.00008003558,0.00002682075,0.0001046922,0.00003522857,0.0001833163],"category_scores_gemma":[0.00001338464,0.00005407599,0.00004399035,0.00007815523,0.00001644068,0.0002490677,0.00004370719,0.0000633553,0.00007225556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005275835,"about_ca_system_score_gemma":0.000002594456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007584587,"about_ca_topic_score_gemma":0.00008781274,"domain_scores_codex":[0.9992709,0.0000283769,0.0003098976,0.00009758533,0.0001796913,0.0001135471],"domain_scores_gemma":[0.9996105,0.00002704318,0.0001921831,0.00008958979,0.000009455581,0.00007126591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343497,0.0001702326,0.561976,0.00002514753,0.00006100761,0.0001344082,0.0001263677,0.0005649265,0.00009446982,0.0021916,0.3570459,0.07747561],"study_design_scores_gemma":[0.0006659429,0.0002450996,0.753872,0.00006126604,0.00002741868,0.00006234346,0.00005821901,0.0003331884,0.000005658273,0.002094304,0.2424979,0.00007664898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856535,0.0001184017,0.002138643,0.002614625,0.000394473,0.0001298483,3.401356e-7,0.000005947235,0.008944231],"genre_scores_gemma":[0.993587,0.000274479,0.003046841,0.002426549,0.00008375492,0.000001643784,3.468529e-7,0.000003352965,0.0005759934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1918961,"threshold_uncertainty_score":0.2205155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0071068321243892,"score_gpt":0.2125472262650933,"score_spread":0.2054403941407041,"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."}}