{"id":"W4415429418","doi":"10.1353/book.112794","title":"Future Horizons","year":2023,"lang":"","type":"book","venue":"University of Ottawa Press eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ontario Arts Council; Social Sciences and Humanities Research Council of Canada; Canada Council for the Arts; Government of Canada; Federation for the Humanities and Social Sciences; McMaster University; University of Guelph; University of Ottawa","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00148895,0.0007880361,0.0005695422,0.001225075,0.003236511,0.007466991,0.001352228,0.003012465,0.2918657],"category_scores_gemma":[0.003292319,0.0002961372,0.0004726498,0.001421118,0.002236362,0.004408884,0.002822024,0.003444507,0.1173353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007847824,"about_ca_system_score_gemma":0.01301845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05234935,"about_ca_topic_score_gemma":0.1450433,"domain_scores_codex":[0.998807,0.0001619195,0.00003005587,0.0001191668,0.0006109168,0.0002709738],"domain_scores_gemma":[0.9979626,0.0001615894,0.00005019219,0.0001843947,0.0008189963,0.0008222205],"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":[0.00001968456,0.00001349291,0.00005474409,0.00009073164,0.000001770536,0.00002087206,0.0001427179,0.00004774373,0.00009187849,0.03319617,0.8995838,0.06673647],"study_design_scores_gemma":[0.000001272825,0.000002292333,0.0000621968,0.00008065876,9.181673e-7,0.000009551003,0.0001359459,0.000006543158,0.00001292509,0.002623821,0.9970617,0.000002221171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004484565,0.05090208,0.0006643625,0.06593177,0.02980264,0.00004073554,0.0006353187,0.0001315753,0.8514431],"genre_scores_gemma":[0.003481692,0.01718222,0.0003421808,0.006747785,0.002178243,0.00002954437,0.000288009,0.0000478186,0.9697025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2918657,"threshold_uncertainty_score":0.976388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836289766722907,"score_gpt":0.2316197385816518,"score_spread":0.2132568409144227,"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."}}