{"id":"W4407019114","doi":"10.1016/j.jpowsour.2025.236326","title":"Experimental investigation and evaluation of newly designed electrodes for hydrogen production in alkaline water electrolysis","year":2025,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alkaline water electrolysis; Electrolysis; Hydrogen production; Electrode; Hydrogen; Electrolysis of water; Production (economics); Inorganic chemistry; Chemistry; Materials science; Environmental science; Waste management; Chemical engineering; Engineering; Electrolyte; Organic chemistry; Economics; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005020057,0.0004217067,0.0003473889,0.0003155034,0.0002205363,0.000454526,0.000951993,0.0009211514,0.0008786952],"category_scores_gemma":[0.001025506,0.0003009814,0.0002487435,0.0004040713,0.0003296589,0.0004264594,0.0003265438,0.0004845321,0.0003884085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002332719,"about_ca_system_score_gemma":0.0001307113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355662,"about_ca_topic_score_gemma":0.0005508951,"domain_scores_codex":[0.9995259,0.00004441413,0.00005111528,0.00009714445,0.0002386058,0.0000427406],"domain_scores_gemma":[0.9994985,0.0001166228,0.00008856364,0.00009428171,0.0001760662,0.00002591373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004302581,0.00003784152,0.0001403666,0.0001832111,0.000007708528,0.0001373215,0.00005310831,0.0003173307,0.9951449,0.0001092605,0.00007744845,0.003748382],"study_design_scores_gemma":[0.000008626652,0.0002452259,0.0006283554,0.000005625442,0.00001043164,0.0001130462,0.00003156928,0.001023117,0.9964036,0.00002865162,0.001495071,0.0000066375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637393,0.001638297,0.02961385,0.0001889346,0.0001969244,0.0002892702,0.0005375444,0.0002461619,0.003549703],"genre_scores_gemma":[0.9476383,0.001620323,0.04799388,0.00006131292,0.0000293669,0.0001828995,0.0002840967,0.00003602658,0.00215382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000951993,"threshold_uncertainty_score":0.002939522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493412705876249,"score_gpt":0.2682643494278707,"score_spread":0.2533302223691082,"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."}}