{"id":"W3130141371","doi":"10.1016/j.oneear.2021.01.004","title":"Patchwork Earth: navigating pathways to just, thriving, and sustainable futures","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Thriving; Futures contract; Earth (classical element); Astrobiology; Earth science; Business; Geology; Sociology; Biology; Social 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":[0.001493806,0.0002423504,0.0002472074,0.001182429,0.006704251,0.008987671,0.0009270987,0.00192973,0.01766673],"category_scores_gemma":[0.004205825,0.0001856423,0.0002563413,0.001504103,0.01319527,0.01430356,0.007403487,0.002629004,0.0007191385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585538,"about_ca_system_score_gemma":0.003462685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008958282,"about_ca_topic_score_gemma":0.0234286,"domain_scores_codex":[0.9993643,0.0003801557,0.00001028237,0.00005842753,0.00006323875,0.0001236],"domain_scores_gemma":[0.9982061,0.0008005973,0.0001248442,0.000239051,0.0001102543,0.0005190803],"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":[0.00006142778,0.00004443828,0.005780202,0.000181419,0.00002118929,0.0003091054,0.1029745,0.0007541091,0.000316115,0.7915699,0.02903614,0.06895145],"study_design_scores_gemma":[0.00001601219,0.00005700335,0.004535994,0.0003307401,0.00002095395,0.000252963,0.1573712,0.0006866753,0.0001819659,0.48511,0.3514113,0.00002524472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2716978,0.009549811,0.02560917,0.1097331,0.0009498447,0.00008590372,0.0003440654,0.0003003079,0.5817301],"genre_scores_gemma":[0.9754761,0.003203403,0.005965932,0.001120738,0.00006561514,0.00004557128,0.00009294759,0.00007534458,0.01395447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01766673,"threshold_uncertainty_score":0.0591011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821764792020174,"score_gpt":0.2685134602416669,"score_spread":0.2402958123214652,"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."}}