{"id":"W4322005314","doi":"10.5194/egusphere-egu23-7310","title":"Potential to convert abandoned and orphaned oil and gas well sites for renewable energy production in Canada and the United States","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Renewable energy; Greenhouse gas; Fossil fuel; Geography; Environmental protection; Environmental science; Geology; Engineering","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":[0.0004353667,0.0003604486,0.0002847516,0.002725447,0.002037067,0.002708874,0.0008540115,0.0003465834,0.003133382],"category_scores_gemma":[0.002610802,0.0002328522,0.0006981968,0.006451888,0.0006302311,0.0007801136,0.001165922,0.0006417267,0.00037415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02578443,"about_ca_system_score_gemma":0.03958591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941379,"about_ca_topic_score_gemma":0.9978588,"domain_scores_codex":[0.9989088,0.00004683183,0.00003312164,0.00009347186,0.0005297744,0.000388088],"domain_scores_gemma":[0.997692,0.000156978,0.0002441429,0.00007579695,0.001410263,0.0004208202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525163,0.00007519255,0.860158,0.0002187935,0.0001903193,0.0007379459,0.001256591,0.01259887,0.0008231007,0.008890031,0.05432729,0.06057123],"study_design_scores_gemma":[0.00003609272,0.00002917764,0.867068,0.0003190304,0.0001248706,0.0003737973,0.0102747,0.02213725,0.001364021,0.001703255,0.0964423,0.0001273585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8475208,0.002937587,0.002309658,0.003064702,0.00005764132,0.0001322451,0.091022,0.0003383495,0.05261691],"genre_scores_gemma":[0.946888,0.002928094,0.003048717,0.0003157072,0.000009027132,0.00005008279,0.03581199,0.00005052409,0.01089775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578443,"threshold_uncertainty_score":0.18708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005787197528892771,"score_gpt":0.1763598969178878,"score_spread":0.170572699388995,"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."}}