{"id":"W205471024","doi":"10.1007/978-3-658-04355-1_12","title":"Biomass Opportunities and Potential in Northern British Columbia, Canada","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Biomass (ecology); Greenhouse gas; Fossil fuel; Government (linguistics); Business; Natural resource economics; Agricultural economics; Economics; Engineering; Waste management; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008182317,0.0001497871,0.0003945953,0.0002042132,0.0001601031,0.0009415827,0.0003247814,0.0001979466,0.007233262],"category_scores_gemma":[0.0002531052,0.0001890033,0.00006499163,0.00008395861,0.0001362069,0.00006925835,0.0001913502,0.0001884739,0.00002988725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009039003,"about_ca_system_score_gemma":0.0006949614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9254421,"about_ca_topic_score_gemma":0.9996532,"domain_scores_codex":[0.9973461,0.00002779095,0.0008477001,0.0004581107,0.001109239,0.0002110435],"domain_scores_gemma":[0.9985675,0.0001795132,0.000348703,0.0002767873,0.0005134398,0.0001141216],"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":[0.000007061722,0.00001066803,0.02591214,0.00001684297,0.0000299157,0.0007381317,0.00004868604,0.000003004499,0.000008388345,0.01861719,0.2535118,0.7010962],"study_design_scores_gemma":[0.0004783899,0.00003944026,0.02036214,0.0001114466,0.000008192087,0.0001386057,0.0002992074,0.0006039167,4.070214e-7,0.02415394,0.9532408,0.000563541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06699514,0.00005279546,0.0002172153,0.0003759316,0.0005814888,0.0001534267,0.00008190098,0.00002521158,0.9315169],"genre_scores_gemma":[0.199384,0.00001687259,0.00004730462,0.0005676352,0.00008833168,0.000001923378,0.0000239888,0.00002012469,0.7998498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7005326,"threshold_uncertainty_score":0.9936743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07815487223712153,"score_gpt":0.262948810553406,"score_spread":0.1847939383162845,"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."}}