{"id":"W1562849399","doi":"10.22621/cfn.v121i2.438","title":"The Rumsfeld Paradigm: Knowns and Unknowns in Characterizing Habitats Used by the Endangered Sharp-tailed Snake, <em>Contia tenuis</em>, in Southwestern British Columbia","year":2007,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Habitat; Endangered species; Range (aeronautics); Ecology; Geography; Land cover; Biology; Land use","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01104081,0.0003097742,0.0004800841,0.004827957,0.003258343,0.002881191,0.001384987,0.000942255,0.001997739],"category_scores_gemma":[0.02119678,0.0002210163,0.000377677,0.002767344,0.004745333,0.003192435,0.002861127,0.001286585,0.0001902669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003735977,"about_ca_system_score_gemma":0.002323694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1365923,"about_ca_topic_score_gemma":0.4375112,"domain_scores_codex":[0.9926217,0.003561208,0.0006742421,0.001147934,0.001505119,0.0004897771],"domain_scores_gemma":[0.9886001,0.005495785,0.002441653,0.0008070614,0.001761937,0.0008935043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007830541,0.0001377792,0.9160002,0.0001967785,0.0001264877,0.0006645627,0.01565617,0.001468967,0.001589979,0.006837799,0.0022241,0.05431417],"study_design_scores_gemma":[0.0000597865,0.0004303261,0.8610144,0.0004078876,0.00009921967,0.001227243,0.09803119,0.01585228,0.0005207552,0.01338186,0.008851554,0.0001234981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721144,0.001033057,0.0113787,0.0007912344,0.00006603233,0.0001557101,0.0004630593,0.00001579083,0.01398199],"genre_scores_gemma":[0.989689,0.0001913573,0.008547343,0.0002515304,0.00002572585,0.0001329538,0.0002607552,0.000009854952,0.0008915673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8634077,"threshold_uncertainty_score":0.2715944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009577976371647,"score_gpt":0.2032186309287678,"score_spread":0.1931228511650513,"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."}}