{"id":"W220101122","doi":"10.3138/jcs.37.3.192","title":"Selective Integration: Knowledge and Interests in the Model Forest Program","year":2002,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conservatism; Process (computing); Fell; Forest management; Interpretation (philosophy); Point (geometry); Resource (disambiguation); Environmental resource management; Sociology; Ecology; Economics; Political science; Computer science; Geography; Law; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001897725,0.0000613107,0.00009147992,0.000191157,0.00007620443,0.00002607524,0.0001229554,0.00001563995,0.00005335326],"category_scores_gemma":[0.00005330728,0.00003712884,0.00002898115,0.000345739,0.0001196103,0.0001503817,0.00002801968,0.0001160469,0.0000308212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403984,"about_ca_system_score_gemma":0.000009537208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005397337,"about_ca_topic_score_gemma":0.739087,"domain_scores_codex":[0.9995603,0.00002821115,0.0001360311,0.00005265289,0.0000844747,0.0001383628],"domain_scores_gemma":[0.99979,0.00003079695,0.0000534867,0.00004731392,0.00001562306,0.00006279895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009626504,0.00008608843,0.07589132,0.00001240219,0.00008446676,0.00004508285,0.04266613,0.001076123,0.000003475135,0.002762838,0.7841819,0.09318057],"study_design_scores_gemma":[0.001240289,0.001109889,0.4230844,0.000197984,0.000111707,0.0001303687,0.006117571,0.06580133,0.000008766478,0.0087747,0.4930003,0.0004226749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7793033,0.003210326,0.000006633888,0.0077079,0.0001054195,0.0002922193,0.000001421037,0.000004839172,0.209368],"genre_scores_gemma":[0.9975396,0.0005768421,0.0002064635,0.0002769484,0.00004886359,0.00000716466,8.736794e-8,0.000002946218,0.001341133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7336897,"threshold_uncertainty_score":0.8159194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442220347571831,"score_gpt":0.3000650233760185,"score_spread":0.2456428199003002,"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."}}