{"id":"W4246687283","doi":"10.5153/sro.889","title":"Trees Don't Talk: A Methodological Account of a Forest Sociologist in Mexico","year":2004,"lang":"en","type":"article","venue":"Sociological Research Online","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Forester; Privilege (computing); Sociology; Nationality; Introspection; Field (mathematics); State (computer science); Epistemology; Social science; Immigration; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01433583,0.0005349283,0.0005691162,0.003029704,0.03132127,0.00999897,0.003050883,0.004658622,0.003671093],"category_scores_gemma":[0.01704214,0.000657906,0.0003612998,0.002272227,0.01807813,0.007411481,0.01011565,0.004228775,0.0002899615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107474,"about_ca_system_score_gemma":0.007391184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03772838,"about_ca_topic_score_gemma":0.09900738,"domain_scores_codex":[0.9889112,0.008661721,0.0001541,0.0008482535,0.0004625154,0.0009623451],"domain_scores_gemma":[0.9906618,0.007037869,0.000872907,0.0003881094,0.0005080477,0.0005312882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001957956,0.00003723575,0.004436796,0.00005739072,0.00000775023,0.001297787,0.9715765,0.00005256669,0.0002100773,0.01585712,0.001362558,0.0050846],"study_design_scores_gemma":[0.000005831074,0.00001968787,0.002825646,0.0001759532,0.00001435303,0.0003391504,0.9609936,0.0001923211,0.0001555716,0.003190723,0.03207513,0.00001212057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881769,0.002675107,0.0120672,0.04482936,0.0003403681,0.0002052233,0.0001381646,0.00005478482,0.05151282],"genre_scores_gemma":[0.9798702,0.001165449,0.004339059,0.002865005,0.0001018663,0.0003096164,0.00006809509,0.00006117682,0.01121953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03772838,"threshold_uncertainty_score":0.0803532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2885492745114202,"score_gpt":0.478475526571927,"score_spread":0.1899262520605068,"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."}}