{"id":"W3151138566","doi":"","title":"Wood biomass supply model for bioenergy production in northwestern Ontario","year":2009,"lang":"en","type":"article","venue":"2009 1st International Conference on the Developements in Renewable Energy Technology (ICDRET)","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bioenergy; Biomass (ecology); Production (economics); Environmental science; Forestry; Agroforestry; Agricultural economics; Biofuel; Natural resource economics; Waste management; Geography; Economics; Agronomy; Engineering","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":[0.0003448886,0.0002745008,0.0002239156,0.0002732032,0.0001565792,0.00007980789,0.0009094226,0.0002219064,0.0002801807],"category_scores_gemma":[0.00004428783,0.0001361712,0.00005976271,0.0006973931,0.00009758968,0.0001717554,0.00013185,0.0001846132,0.00000834777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722771,"about_ca_system_score_gemma":0.00008036277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01729267,"about_ca_topic_score_gemma":0.4733177,"domain_scores_codex":[0.9980476,0.00004297559,0.0004785453,0.0006875075,0.0003025034,0.0004408129],"domain_scores_gemma":[0.9993599,0.00002372488,0.0001812784,0.0001940786,0.0001991799,0.00004182907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000743484,0.00206468,0.01922691,0.00001022967,0.0002094458,0.00002919409,0.0005363232,0.02720061,0.09931712,0.4270452,0.0149282,0.4086886],"study_design_scores_gemma":[0.003666478,0.002167028,0.0605359,0.000629412,0.00004967952,0.00004585467,0.002888349,0.05012493,0.2026435,0.3453546,0.3291796,0.002714727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250126,0.0000621227,0.0008863942,0.06175704,0.0009471475,0.0005548865,0.00003742177,0.0001948039,0.01054756],"genre_scores_gemma":[0.9778764,0.0002134655,0.0009107451,0.001209177,0.00008237732,0.0002407607,0.0002056507,0.000003131202,0.01925825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456025,"threshold_uncertainty_score":0.9892513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04333787963984885,"score_gpt":0.24704389347685,"score_spread":0.2037060138370011,"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."}}