{"id":"W2147088052","doi":"10.2134/jnrlse2009.38187x","title":"An Integrated Analysis of the Use of Woodstoves to Supplement Fossil Fuel–Fired Domestic Heating","year":2009,"lang":"en","type":"article","venue":"Journal of natural resources and life sciences education","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Stove; Fossil fuel; Consumption (sociology); Renewable energy; Natural resource economics; Environmental economics; Fuel efficiency; Natural resource; Natural gas; Solid fuel; Renewable resource; Resource (disambiguation); Liquefied petroleum gas; Business; Economics; Waste management; Engineering; Ecology; Combustion; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005261119,0.0001958221,0.0002408929,0.0009290503,0.0002499727,0.0007432558,0.0004172585,0.0001978351,0.001028309],"category_scores_gemma":[0.001039514,0.0001510193,0.0004468907,0.001759374,0.000225106,0.000399559,0.0003476818,0.0002230188,0.0001074036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372224,"about_ca_system_score_gemma":0.001784413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3383671,"about_ca_topic_score_gemma":0.6162235,"domain_scores_codex":[0.999725,0.000053859,0.00001372394,0.00005046617,0.0000888826,0.0000679928],"domain_scores_gemma":[0.9992002,0.0001497732,0.0001921404,0.00004640892,0.0003512518,0.00006027841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004961053,0.0002156271,0.9415894,0.0001489345,0.0003894833,0.0004803232,0.001243452,0.01072331,0.005406871,0.0007539006,0.0006240502,0.03792848],"study_design_scores_gemma":[0.000004124199,0.0001134706,0.9890843,0.00002020592,0.0001181419,0.00004079007,0.001739651,0.005384382,0.001153506,0.0000908797,0.002240815,0.000009746198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982167,0.000122445,0.0001734659,0.00002391063,9.472462e-7,0.00001212244,0.0004603869,0.000002205312,0.0009878202],"genre_scores_gemma":[0.9978201,0.0001115401,0.0004735109,0.000009113991,0.000001496045,0.000008245302,0.0007276113,0.000002925735,0.0008453763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3383671,"threshold_uncertainty_score":0.6727952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974907399727065,"score_gpt":0.2913930811032708,"score_spread":0.2716440071060001,"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."}}