{"id":"W4389817587","doi":"10.2139/ssrn.4665959","title":"A Study on Green Hydrogen Production Potential in Canada","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Hydrogen production; Production (economics); Environmental science; Hydrogen; Chemistry; Economics","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":[0.00029525,0.000233119,0.0002096213,0.001256319,0.003045493,0.001945802,0.0005111407,0.0003375211,0.003656887],"category_scores_gemma":[0.0006481135,0.0001345489,0.000409076,0.00305601,0.0004394685,0.0005650602,0.0004405534,0.0004462911,0.0002148904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04206038,"about_ca_system_score_gemma":0.03287729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920167,"about_ca_topic_score_gemma":0.9950841,"domain_scores_codex":[0.999577,0.00001589376,0.000007396198,0.00003107825,0.0001971094,0.0001715694],"domain_scores_gemma":[0.9993508,0.00006006156,0.00002227213,0.00001180909,0.0004651454,0.00008990404],"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":[0.003652096,0.0007861278,0.6687034,0.0009681588,0.0003942094,0.006707055,0.01089514,0.02807833,0.0268274,0.05154652,0.02770061,0.173741],"study_design_scores_gemma":[0.00009150681,0.0005316784,0.768345,0.0001837028,0.0002378344,0.0003368286,0.04313894,0.01309506,0.01883323,0.001951973,0.1531131,0.0001411581],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377713,0.0008931372,0.0002177237,0.0005698432,0.00001620842,0.00005026137,0.00220097,0.00001605626,0.05826447],"genre_scores_gemma":[0.987027,0.0006011034,0.0001731533,0.00006318164,0.000002239349,0.000006439618,0.0005861209,0.000005665832,0.01153504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04206038,"threshold_uncertainty_score":0.3051708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009215638048890952,"score_gpt":0.215536939618715,"score_spread":0.206321301569824,"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."}}