{"id":"W2164680224","doi":"","title":"Short rotation woody crops grown on marginal soil for biomass energy.","year":2014,"lang":"en","type":"article","venue":"Polish Journal of Environmental Studies","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Short rotation forestry; Biomass (ecology); Willow; Environmental science; Energy crop; Agroforestry; Bioenergy; Marginal land; Agronomy; Yield (engineering); Agricultural land; Agriculture; Woody plant; Raw material; Short rotation coppice; Biofuel; Biology; Botany; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0002392091,0.0001215501,0.0001743292,0.00002082927,0.0002161989,0.00003039912,0.0001268007,0.00003237355,0.00005315806],"category_scores_gemma":[0.00002876221,0.00004885499,0.0001205129,0.00005412099,0.000103053,0.0001137285,0.00005711734,0.00005133947,0.000004793424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000078967,"about_ca_system_score_gemma":9.700246e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002194073,"about_ca_topic_score_gemma":0.00007452915,"domain_scores_codex":[0.9991652,0.00004441186,0.0002459163,0.0001518578,0.0002191506,0.0001734233],"domain_scores_gemma":[0.9996751,0.00005967918,0.0001481164,0.00003263205,0.00002086142,0.00006361914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003615186,0.0007279892,0.006399825,0.00002362802,0.0003871062,0.000005902026,0.0001780877,0.0001149548,0.29649,0.004767003,0.02926585,0.6612781],"study_design_scores_gemma":[0.0005984117,0.00223988,0.4396956,0.00003998991,0.0001025157,0.00003678402,0.001851841,0.00001987171,0.03014655,0.001991239,0.5229403,0.000337021],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933867,0.0006954844,0.00008306788,0.004379416,0.0005599264,0.00008099205,0.00002058369,0.00001163301,0.0007822194],"genre_scores_gemma":[0.9971284,0.0007564241,0.0001247104,0.0005018977,0.0008735749,0.000009828404,0.00001131253,0.000001405699,0.0005924713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6609411,"threshold_uncertainty_score":0.1992249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524228941466329,"score_gpt":0.2321292251256825,"score_spread":0.2068869357110192,"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."}}