{"id":"W2004230332","doi":"10.1139/x09-165","title":"Quantitative tracking of the vegetative integrity and distinctness of forested ecological communities: a case study of plantation impacts","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Vegetation (pathology); Forest management; Ecosystem; Habitat; Environmental resource management; Environmental science; Forestry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682369,0.0001985508,0.0002017153,0.001698819,0.001387231,0.0006994784,0.0007756304,0.0002819685,0.0003096965],"category_scores_gemma":[0.00397071,0.0001259464,0.0001601332,0.003300651,0.001805527,0.0006784464,0.0008407387,0.0004912622,0.00003407856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006806484,"about_ca_system_score_gemma":0.002032571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5461344,"about_ca_topic_score_gemma":0.7897531,"domain_scores_codex":[0.9990104,0.00034166,0.00002922999,0.0001842965,0.0002758279,0.0001585791],"domain_scores_gemma":[0.9963534,0.001272186,0.00104061,0.0004446816,0.0006804969,0.0002087459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007871871,0.00008241354,0.9632843,0.00003348047,0.00003967617,0.0002632836,0.003365271,0.003392392,0.002701196,0.001055401,0.0002521198,0.02545171],"study_design_scores_gemma":[0.00000330509,0.00003430949,0.9908146,0.000008291645,0.00001113616,0.0001323465,0.002433693,0.004671162,0.0008855257,0.0003330044,0.000659211,0.00001348228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974341,0.00007081937,0.001442271,0.00004576421,6.078293e-7,0.00002379715,0.0002010842,0.000005752395,0.0007758483],"genre_scores_gemma":[0.9964246,0.00004864491,0.003166368,0.000009949369,8.845654e-7,0.00001343877,0.0001640633,0.000002223937,0.0001699073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4538656,"threshold_uncertainty_score":0.913077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181134339204433,"score_gpt":0.3868260344289077,"score_spread":0.2687126005084644,"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."}}