{"id":"W1971096832","doi":"10.1556/comec.3.2002.2.1","title":"Some interesting characteristics of the vegetation process","year":2002,"lang":"en","type":"article","venue":"Community Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; Western University","funders":"","keywords":"Trajectory; Vegetation (pathology); Scaling; Animal ecology; Process (computing); Path (computing); Object (grammar); Statistical physics; Computer science; Ecology; Environmental science; Mathematics; Physics; Geometry; Artificial intelligence; Biology","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":[0.0005934414,0.0001481068,0.000283816,0.0009002648,0.0007492415,0.00112684,0.0005388907,0.0008099666,0.004488917],"category_scores_gemma":[0.007090125,0.000161469,0.000305179,0.0009868292,0.001592664,0.001984793,0.000678174,0.0006529064,0.0002783148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415433,"about_ca_system_score_gemma":0.000295502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130374,"about_ca_topic_score_gemma":0.001273835,"domain_scores_codex":[0.9997771,0.00005394616,0.000009744043,0.00006722928,0.00005934446,0.00003253725],"domain_scores_gemma":[0.9961164,0.002774755,0.0002908909,0.0003464604,0.0002321632,0.0002392493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000060908,0.00007778254,0.03608743,0.0001714358,0.00004237542,0.0005940167,0.002020088,0.007098048,0.008327908,0.9057196,0.003008095,0.03679238],"study_design_scores_gemma":[0.00003682751,0.00006648656,0.09472311,0.00002735351,0.00002192941,0.002089967,0.001053229,0.0339455,0.001676706,0.8568234,0.009496003,0.00003941441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.710655,0.001609568,0.2173255,0.003776796,0.0001321408,0.00008493388,0.0006697235,0.0002820213,0.06546441],"genre_scores_gemma":[0.9863253,0.0004000042,0.009599532,0.0001559509,0.0001883926,0.00005781664,0.0001569202,0.00003136824,0.003084747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004488917,"threshold_uncertainty_score":0.01501691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902634074458183,"score_gpt":0.2539056576058175,"score_spread":0.2248793168612356,"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."}}