{"id":"W4387496592","doi":"10.5194/egusphere-2023-1455-rc2","title":"Comment on egusphere-2023-1455","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Global Affairs Canada; Dalhousie University","funders":"Vetenskapsrådet; Svenska Forskningsrådet Formas","keywords":"Equity (law); Sustainability; Political science; Population; Geography; Sociology; Environmental ethics; Law; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003140927,0.0009642292,0.0008550843,0.001073563,0.005024705,0.004817707,0.002714884,0.03816877,0.2140025],"category_scores_gemma":[0.01508512,0.000585341,0.001544494,0.001326638,0.002281966,0.004383869,0.003307843,0.01776446,0.1072733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005376361,"about_ca_system_score_gemma":0.004511617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05178918,"about_ca_topic_score_gemma":0.07022758,"domain_scores_codex":[0.9979858,0.0002343548,0.0001595187,0.0002338594,0.0008730204,0.0005133539],"domain_scores_gemma":[0.9966509,0.001346741,0.0001494692,0.0001885041,0.001191035,0.0004734034],"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":[0.00002699896,0.00001091928,0.00007181898,0.00004555689,0.000001509114,0.000127751,0.00005069493,0.000009056748,0.00005883099,0.001844269,0.9955583,0.00219428],"study_design_scores_gemma":[0.00001493491,0.00001061483,0.0004068071,0.00009827142,0.000002501203,0.00003186897,0.0001450326,0.00002699628,0.00006972749,0.0009943442,0.9981862,0.00001265348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007191,0.00154919,0.0005006565,0.6090271,0.1496154,0.0003862297,0.004359655,0.0009330648,0.2329096],"genre_scores_gemma":[0.002531432,0.0004616979,0.0001662329,0.7041252,0.01319452,0.000252715,0.0006240987,0.0002722968,0.2783718],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2140025,"threshold_uncertainty_score":0.7159097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507010234188038,"score_gpt":0.347008903127427,"score_spread":0.3019388007855467,"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."}}