{"id":"W7037060246","doi":"","title":"Development and evaluation of inductive and deductive models of elk (Cervus elaphus) summer resource suitability in Northwestern Ontario / by Nancy Elizabeth Dewar.","year":2006,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Resource management (computing); Work (physics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007808713,0.0002959313,0.0005347918,0.0007248722,0.0001800087,0.00004843023,0.0004996746,0.0002429278,0.000004158925],"category_scores_gemma":[0.00003015774,0.000340162,0.00005574101,0.0006543734,0.0001028459,0.0009370695,0.0002482496,0.0003244575,7.216935e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000531057,"about_ca_system_score_gemma":0.001131152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700892,"about_ca_topic_score_gemma":0.6602436,"domain_scores_codex":[0.9980204,0.0002053085,0.0006693271,0.0004520843,0.0004153037,0.0002375973],"domain_scores_gemma":[0.9977331,0.0001361077,0.0007390078,0.0003648426,0.0009462889,0.0000806531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001483944,0.001532661,0.05746789,0.002970582,0.0002589975,0.000004721052,0.6896327,0.0009336722,0.0001564141,0.02952094,0.0003767979,0.2169963],"study_design_scores_gemma":[0.01401696,0.0006699492,0.6748298,0.009801482,0.001185704,0.00002904989,0.0505632,0.1554668,0.02203937,0.02952664,0.03647244,0.005398612],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541036,0.0007730267,0.009509422,0.000005279599,0.0001082672,0.0004351516,0.000009720351,0.000025852,0.03502972],"genre_scores_gemma":[0.9962817,0.000002305316,0.002315752,7.503684e-7,0.000007152841,0.000003385724,0.000147194,0.00001244039,0.001229256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6575427,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406071564786659,"score_gpt":0.261035604212875,"score_spread":0.2169748885650084,"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."}}