{"id":"W1919509349","doi":"10.1002/jwmg.643","title":"Comparing traditional ecological knowledge and western science woodland caribou habitat models","year":2013,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"Environment Canada; University of Montana; National Aeronautics and Space Administration","keywords":"Woodland caribou; Habitat; Wildlife; Geography; Ecology; Woodland; Wildlife management; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000638722,0.0001071724,0.0001762741,0.0001038243,0.000236726,0.00008902836,0.0002973941,0.00004054989,0.0002415927],"category_scores_gemma":[0.0000175163,0.00008621769,0.00004207087,0.00018708,0.0004236773,0.001011796,0.0002548177,0.0001527765,0.0001066423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737073,"about_ca_system_score_gemma":0.00001842952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001858112,"about_ca_topic_score_gemma":0.00005049376,"domain_scores_codex":[0.9988693,0.0000462808,0.0003317256,0.0001884984,0.0003311721,0.0002330386],"domain_scores_gemma":[0.9994636,0.00006251974,0.0001811777,0.0001016701,0.00003296429,0.0001580345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009763991,0.0002197065,0.9726596,0.000009590697,0.00002755362,0.00001443165,0.0001877401,0.0030603,0.00002283262,0.001997115,0.02030316,0.001488204],"study_design_scores_gemma":[0.000496208,0.0001262745,0.9824126,0.00001975422,0.00002814876,0.00005222474,0.0001076177,0.007894621,0.000002524761,0.006602803,0.002156939,0.0001002785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832296,0.00004309685,0.0009476859,0.002869091,0.000223284,0.0001788367,6.363415e-7,0.000009313568,0.01249849],"genre_scores_gemma":[0.9960993,0.00004442051,0.001817364,0.001686524,0.00007019655,0.00001192903,9.602001e-7,0.000004707189,0.000264632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01814622,"threshold_uncertainty_score":0.3515855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747427460445489,"score_gpt":0.2336857207133884,"score_spread":0.1962114461089335,"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."}}