{"id":"W3154248679","doi":"10.33915/etd.3220","title":"Consulting foresters of West Virginia: A profile, services and fees","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"West virginia; Revenue; Acre; Administration (probate law); Competition (biology); Service (business); Business; Charge (physics); Finance; Agricultural economics; Marketing; Geography; Economics; Agricultural science; Archaeology; Political science; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004230647,0.0001222597,0.0001163632,0.001958062,0.001750712,0.001321631,0.0004195351,0.0003006032,0.01134433],"category_scores_gemma":[0.001233241,0.0001667469,0.00008064485,0.002877036,0.0002002896,0.0005377975,0.0003879692,0.000278508,0.002554717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766691,"about_ca_system_score_gemma":0.003969565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1493093,"about_ca_topic_score_gemma":0.4093845,"domain_scores_codex":[0.9991979,0.00007226828,0.00003060773,0.00005190339,0.0003611385,0.0002861484],"domain_scores_gemma":[0.9980939,0.0001860233,0.0003940353,0.00003883622,0.0006634458,0.0006236759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046125,0.0002440766,0.6487209,0.0001547578,0.0000167422,0.001925835,0.0080065,0.0002046039,0.003028078,0.001555308,0.1507208,0.1853179],"study_design_scores_gemma":[0.00000597518,0.0001057709,0.7671396,0.0001141661,0.00001187987,0.001851632,0.01896137,0.0004054608,0.0007452397,0.0001771476,0.2104584,0.00002336851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222093,0.001958348,0.0004528629,0.003151468,0.00004870688,0.0001933654,0.004168706,0.0001101329,0.06770708],"genre_scores_gemma":[0.885942,0.003143596,0.001809088,0.001228426,0.00005935319,0.0001296748,0.002952448,0.00004698588,0.1046884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493093,"threshold_uncertainty_score":0.2968805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005263615589950815,"score_gpt":0.2377046934570306,"score_spread":0.2324410778670798,"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."}}