{"id":"W2010557196","doi":"10.1139/x10-138","title":"Quantifying the research impact of the Sustainable Forest Management Network in the social sciences: a bibliometric study","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Citation impact; Citation; Principal (computer security); Social research; Field (mathematics); Forestry; Social science; Sustainable forest management; Impact factor; Forest management; Sociology; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.03445136,0.0001345766,0.0001809371,0.008817111,0.002969175,0.0005989698,0.004208844,0.00006642359,0.0006267872],"category_scores_gemma":[0.000916314,0.00006270246,0.0001765527,0.0730555,0.002794355,0.0003566404,0.0005865949,0.001858308,0.00005931154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045222,"about_ca_system_score_gemma":0.0007977872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.198624,"about_ca_topic_score_gemma":0.6539667,"domain_scores_codex":[0.993861,0.001315297,0.0004408771,0.0002225726,0.002498837,0.001661371],"domain_scores_gemma":[0.9980679,0.0007871869,0.0001640616,0.0005528802,0.0002062099,0.0002217888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000209337,0.00007461102,0.9126901,0.00001365993,0.00002618696,0.000126354,0.002724246,0.004865957,0.000003146968,0.0133322,0.06526968,0.0008529197],"study_design_scores_gemma":[0.0003289827,0.0004686401,0.9742913,0.00002171671,0.000009573995,0.00001567781,0.007602195,0.0002199575,6.064549e-7,0.004567897,0.01240377,0.00006962877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962186,0.00008706706,9.956781e-7,0.002441456,0.000125415,0.001139044,0.000001702674,0.000001422414,0.03401686],"genre_scores_gemma":[0.9983289,0.00002094476,0.00002089516,0.00004804636,0.0002664047,0.00002891388,2.986948e-7,0.00001338313,0.001272263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4553427,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647613028666134,"score_gpt":0.4446790665602861,"score_spread":0.2799177636936726,"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."}}