{"id":"W7006611100","doi":"","title":"Weekend reads: A Toronto brewery's quest for energy efficiency; How to make air travel sustainable","year":2020,"lang":"en","type":"other","venue":"","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Air travel; Sustainable energy; Sustainability; Energy consumption; Efficient energy use; Sustainable development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008202529,0.0009426896,0.0005084031,0.0008551893,0.005046389,0.005827762,0.001107908,0.005957371,0.5304447],"category_scores_gemma":[0.00226857,0.000440423,0.0007908766,0.0009136011,0.00120855,0.002101859,0.003707353,0.005286367,0.2376276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004350628,"about_ca_system_score_gemma":0.009661817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.168001,"about_ca_topic_score_gemma":0.567635,"domain_scores_codex":[0.999345,0.0000595854,0.00001886019,0.00005295694,0.0003379135,0.0001857981],"domain_scores_gemma":[0.9975286,0.0001354451,0.00006140603,0.00008230328,0.0007867335,0.001405573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000344924,0.000002637184,0.00001982715,0.00001125847,2.99451e-7,0.00001081384,0.00001159415,0.000007284832,0.00001540183,0.0002280526,0.9973177,0.00237152],"study_design_scores_gemma":[0.000003109848,0.000003534396,0.0002221921,0.00002739858,5.239801e-7,0.000005233147,0.0000749938,0.00001203452,0.0000128062,0.0001268338,0.999508,0.000003367572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007031898,0.009297539,0.0005010007,0.1272235,0.1023281,0.0002077768,0.004443282,0.001095808,0.7541998],"genre_scores_gemma":[0.0005142268,0.000545898,0.0000605489,0.004585702,0.00160573,0.00001827142,0.000208392,0.00009298869,0.9923683],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8319991,"threshold_uncertainty_score":0.6697636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008639839167708552,"score_gpt":0.2449540599023665,"score_spread":0.236314220734658,"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."}}