{"id":"W7029070447","doi":"","title":"Impacto geopolítico del desarrollo de los hidrocarburos no convencionales","year":2014,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Beneficiary; Natural gas; Fossil fuel; Balance (ability); Medium term; Petroleum; Supply and demand; Middle East","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364276,0.0001684686,0.0001692539,0.000130581,0.00008371186,0.00007242328,0.0002514098,0.000102874,0.00009176997],"category_scores_gemma":[0.0000965619,0.0001925894,0.00009203614,0.0001916999,0.00008370395,0.0002125727,0.00003910256,0.0002366992,0.0001892275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005502,"about_ca_system_score_gemma":0.0000618984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008467839,"about_ca_topic_score_gemma":0.00001631961,"domain_scores_codex":[0.9989423,0.00005856968,0.00009358647,0.0001513141,0.0001917669,0.0005625165],"domain_scores_gemma":[0.9991431,0.0002500613,0.00001638589,0.0002305862,0.00004006867,0.0003198182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001547798,0.0002583826,0.02145574,0.0006455526,0.0005487462,0.0003305601,0.003529667,0.3006755,0.5259482,0.06418648,0.02934715,0.05291927],"study_design_scores_gemma":[0.001039302,0.00009816854,0.0437928,0.00007148084,0.00004104244,0.00002764059,0.0001374126,0.9076315,0.008024359,0.01797262,0.02061573,0.0005479316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733256,0.0001447356,0.0126328,0.00005874356,0.0000886434,0.00008053751,0.00002245801,0.0003123463,0.0133342],"genre_scores_gemma":[0.9982546,0.00005812205,0.001304057,0.00006255144,0.0001612015,0.00000650812,0.00001085925,0.00004697722,0.00009514948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.606956,"threshold_uncertainty_score":0.7853569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006304283972749224,"score_gpt":0.2267951820863333,"score_spread":0.220490898113584,"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."}}