{"id":"W4318821416","doi":"10.1080/03932729.2022.2157090","title":"Decarbonisation and Critical Materials in the Context of Fraught Geopolitics: Europe’s Distinctive Approach to a Net Zero Future","year":2023,"lang":"en","type":"article","venue":"The International Spectator","topic":"Global Energy Security and Policy","field":"Energy","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Geopolitics; Context (archaeology); China; Political science; Competition (biology); Great power; Power (physics); Political economy; Normative; Economic system; Economic power; Economic interdependence; European union; International relations; Economy; International trade; Economics; Politics; Geography; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629597,0.00009743375,0.0001195118,0.00006829285,0.00005462857,0.00006276547,0.0003562056,0.00004222279,0.00006459122],"category_scores_gemma":[0.000343144,0.00006124608,0.00002594583,0.0002156419,0.0001121913,0.00005639868,0.0001011108,0.00008898034,0.00005228863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003868922,"about_ca_system_score_gemma":0.00002297896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004830774,"about_ca_topic_score_gemma":0.0007710839,"domain_scores_codex":[0.9990798,0.0001328095,0.0002053223,0.0001487782,0.0002646639,0.0001686587],"domain_scores_gemma":[0.9994583,0.0002334502,0.00004087704,0.0001474321,0.00007984891,0.00004016249],"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":[0.00006026838,0.00003993043,0.00005208442,0.00000695189,0.00002107393,0.000004513331,0.005039602,0.00008223036,0.0004298169,0.9923058,0.001761616,0.0001961139],"study_design_scores_gemma":[0.001313166,0.00018189,0.07747226,0.00007504033,0.00005863509,0.0000904171,0.01794234,0.001432843,0.01185235,0.3469116,0.5422029,0.0004665063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912995,0.00003651271,0.00002285937,0.01071186,0.0005025038,0.0001303944,0.000173186,0.00003140308,0.07539628],"genre_scores_gemma":[0.9972159,0.00001378457,0.00005582586,0.001772181,0.0006750295,0.00003092486,0.00005381859,0.00001045955,0.0001721293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6453942,"threshold_uncertainty_score":0.7302718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517371920504441,"score_gpt":0.2728005682746764,"score_spread":0.257626849069632,"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."}}