{"id":"W4390269575","doi":"10.5539/jsd.v17n2p1","title":"A Comprehensive Systematic Overview of Canadian Hydrogen Supply Chains Downstream","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Global Energy Security and Policy","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Sustainability; Downstream (manufacturing); Legislature; Supply chain; Neutrality; Business; Systematic review; Political science; Economics; Marketing; Law; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000561438,0.0002043503,0.0006572161,0.001721759,0.0001528535,0.00003449374,0.000372432,0.0001125303,0.00009928777],"category_scores_gemma":[0.0001495064,0.0001752992,0.0001645056,0.001957752,0.00004214096,0.0001701359,0.00008757981,0.000163874,0.00007009647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006737632,"about_ca_system_score_gemma":0.001974047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1013527,"about_ca_topic_score_gemma":0.02957464,"domain_scores_codex":[0.9976305,0.0001243384,0.000973237,0.0001236065,0.0004715936,0.0006767662],"domain_scores_gemma":[0.9980155,0.00008974182,0.0004951021,0.0002037249,0.0007898269,0.000406122],"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":[0.00006197976,0.0001385121,0.0003063038,0.02777825,0.00109524,0.004448647,0.015075,0.01907962,0.000231741,0.9195836,0.01137025,0.0008308188],"study_design_scores_gemma":[0.001013829,0.0001433866,0.005508219,0.003101517,0.00009880648,0.0003538871,0.02791866,0.00009442607,0.002789742,0.00207704,0.9565284,0.0003721106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763934,0.003342123,0.0000022165,0.00141175,0.0002481986,0.0003948766,0.00001117286,0.00003856035,0.0181577],"genre_scores_gemma":[0.9935374,0.0007918541,0.0002215104,0.0003476349,0.00007777339,0.0000167412,0.00001639039,0.00002333309,0.004967399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9451581,"threshold_uncertainty_score":0.9881331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935585013051168,"score_gpt":0.2543514085312009,"score_spread":0.2249955584006892,"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."}}