{"id":"W4285200153","doi":"10.5751/es-13166-270226","title":"Resilient utopias","year":2022,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002465547,0.0004707356,0.0003524119,0.001762594,0.009562379,0.006464516,0.001061876,0.00134325,0.00792385],"category_scores_gemma":[0.003814646,0.0002100394,0.0005468154,0.001061622,0.03219552,0.005211751,0.01520686,0.002662058,0.0007045352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004018995,"about_ca_system_score_gemma":0.004691687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855031,"about_ca_topic_score_gemma":0.004116066,"domain_scores_codex":[0.9973422,0.001005639,0.00008389896,0.0003293481,0.0003918528,0.0008469964],"domain_scores_gemma":[0.9982271,0.0003736349,0.0002570488,0.0003905816,0.0001799678,0.0005717334],"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":[0.00004976681,0.00004916914,0.004152798,0.0001546268,0.00002444144,0.001128757,0.1204168,0.0005978186,0.00133876,0.8314218,0.0051503,0.03551481],"study_design_scores_gemma":[0.00002305783,0.0001429135,0.008854356,0.0006810819,0.00002930531,0.002073227,0.1490896,0.0008705067,0.001014556,0.4044082,0.4327362,0.00007715046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3293065,0.003447313,0.0155106,0.02021562,0.0006537378,0.0001683006,0.0001098035,0.000417577,0.6301706],"genre_scores_gemma":[0.9860313,0.0005025556,0.001827588,0.0007905288,0.00004403786,0.00003583156,0.00002112854,0.00002745148,0.01071958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009562379,"threshold_uncertainty_score":0.02915996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804256377047043,"score_gpt":0.3809793990968433,"score_spread":0.3429368353263729,"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."}}