{"id":"W2910819248","doi":"10.1016/j.foreco.2019.01.007","title":"Multiple abiotic and biotic drivers of aboveground biomass shift with forest stratum","year":2019,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China","keywords":"Abiotic component; Biotic component; Biomass (ecology); Environmental science; Ecology; Stratum; Agroforestry; 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":[0.0008009467,0.0002038759,0.0002511322,0.0004973735,0.0003717847,0.001063538,0.0003471659,0.0003488154,0.00370695],"category_scores_gemma":[0.001976857,0.0002091707,0.0004301922,0.0004500588,0.0005184564,0.0004998387,0.0007687997,0.0003955631,0.0003100525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351698,"about_ca_system_score_gemma":0.0002893382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277715,"about_ca_topic_score_gemma":0.008865022,"domain_scores_codex":[0.9996642,0.0001132722,0.00001712668,0.00008387068,0.00004821518,0.00007324733],"domain_scores_gemma":[0.9985451,0.0007207331,0.0002560347,0.0001545726,0.00009389195,0.0002297506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003009361,0.0001103719,0.9831767,0.00001842429,0.0001422091,0.00006253504,0.0003483684,0.0004515899,0.01060373,0.0003439411,0.00005411813,0.004387104],"study_design_scores_gemma":[0.000001619467,0.00002920174,0.9985685,0.0000019842,0.00001824871,0.00003270271,0.0001968573,0.0006765898,0.000269786,0.0001092973,0.00009228811,0.000002901152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990764,0.00006526738,0.0002770275,0.00001504713,0.000002339306,0.000004712171,0.00005061705,0.000003525943,0.000504938],"genre_scores_gemma":[0.9994677,0.00001076973,0.00008278262,0.000006698805,0.000001548089,0.000002501712,0.00002876046,0.000002539413,0.0003967712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00370695,"threshold_uncertainty_score":0.01240104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003282466748960721,"score_gpt":0.179565060092594,"score_spread":0.1762825933436332,"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."}}