{"id":"W6991598882","doi":"","title":"How investments and innovation in hydrogen production is shaping a sustainable future in Canada-amidst global competition","year":2023,"lang":"en","type":"other","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Competition (biology); Sustainability; Sustainable development; Investment (military)","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":[],"consensus_categories":[],"category_scores_codex":[0.001050108,0.0003413118,0.0001987591,0.0009355952,0.005564426,0.007375255,0.001062333,0.002377202,0.02672801],"category_scores_gemma":[0.003174697,0.0001470812,0.0004189266,0.002528654,0.002294697,0.002428448,0.002363014,0.002187887,0.00150941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1053738,"about_ca_system_score_gemma":0.2387005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936036,"about_ca_topic_score_gemma":0.9973724,"domain_scores_codex":[0.9982811,0.00007430241,0.00002037195,0.00005473666,0.0006223941,0.0009471236],"domain_scores_gemma":[0.997866,0.0001635338,0.00006116695,0.00004924366,0.0009602378,0.0008999067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001688319,0.00009752315,0.0163766,0.0002709889,0.00004245844,0.0005768745,0.002596804,0.003173262,0.0008147921,0.4745743,0.3673328,0.1339748],"study_design_scores_gemma":[0.00002008831,0.00002394126,0.02137174,0.0002221563,0.0000237944,0.00009532995,0.009181376,0.002166759,0.0008455618,0.02735609,0.9386294,0.00006378483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1031202,0.006576211,0.001388633,0.2056383,0.001014816,0.00007332606,0.006101829,0.0002452496,0.6758414],"genre_scores_gemma":[0.4934571,0.009004906,0.001876953,0.00956359,0.0001625881,0.00003201699,0.002017137,0.0001750039,0.4837106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1053738,"threshold_uncertainty_score":0.7645442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375262447527639,"score_gpt":0.2164941345941249,"score_spread":0.2027415101188485,"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."}}