{"id":"W4378219971","doi":"10.2139/ssrn.4457854","title":"Are We Running Out of Exhaustible Resources?","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Natural resource economics; Economics; Business; Environmental science","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":[0.008155088,0.0005728498,0.0008887461,0.001643387,0.006563217,0.014778,0.00160469,0.005957371,0.04375514],"category_scores_gemma":[0.03374621,0.0003783633,0.0006111705,0.002367949,0.0265927,0.03992703,0.006020844,0.01055978,0.01007172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002965375,"about_ca_system_score_gemma":0.006942539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006473,"about_ca_topic_score_gemma":0.01134937,"domain_scores_codex":[0.9964759,0.001136333,0.0001273659,0.0004890031,0.0007117587,0.001059649],"domain_scores_gemma":[0.9868624,0.005486886,0.001218074,0.001603426,0.002342538,0.002486655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001127599,0.00005391386,0.00380946,0.000304123,0.0000527145,0.0004178467,0.01204518,0.0002107022,0.0002816715,0.7047499,0.2068246,0.07113709],"study_design_scores_gemma":[0.00001220501,0.0000193856,0.00135065,0.0006450349,0.00001904317,0.0002277842,0.01764534,0.00008755348,0.0002274703,0.4862949,0.4934282,0.00004246466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01845005,0.02594066,0.005891793,0.7472257,0.007831962,0.00002063907,0.0004648155,0.0002046195,0.1939698],"genre_scores_gemma":[0.6538846,0.05200697,0.004519911,0.185742,0.00563176,0.0001306727,0.0006473016,0.0009827411,0.09645396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04375514,"threshold_uncertainty_score":0.1463755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451577918760925,"score_gpt":0.2987586065008598,"score_spread":0.2742428273132506,"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."}}