{"id":"W2970970859","doi":"10.2139/ssrn.3243970","title":"The Untapped Potential of Transsystemic Thinking","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Comparative and International Law Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Environmental ethics; Philosophy","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":[0.008794604,0.0004157608,0.0006681217,0.001599416,0.004113711,0.01059233,0.00175115,0.003188937,0.01337039],"category_scores_gemma":[0.01147427,0.0003467529,0.000612378,0.001431647,0.04157048,0.02124625,0.006174139,0.004747538,0.001176251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003580891,"about_ca_system_score_gemma":0.005010729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230812,"about_ca_topic_score_gemma":0.00329121,"domain_scores_codex":[0.9945616,0.003398198,0.000128935,0.0005865796,0.0009208815,0.0004038332],"domain_scores_gemma":[0.9862991,0.007867998,0.0005234947,0.003445965,0.001232844,0.0006305836],"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":[0.000008649578,0.000006988668,0.0001760209,0.00001851595,0.000007082049,0.00002153885,0.001198802,0.000213445,0.00005367177,0.9946785,0.0006106555,0.003006028],"study_design_scores_gemma":[0.000004260591,0.000003799099,0.00008972113,0.00001964464,0.000002501853,0.00001938153,0.0005896917,0.0003872816,0.00003546677,0.9946705,0.004174697,0.000003124857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.08677819,0.008754912,0.1164989,0.09669172,0.000815518,0.00004658299,0.0001753438,0.0002985371,0.6899403],"genre_scores_gemma":[0.9826412,0.001017676,0.007918485,0.001829132,0.0002877119,0.00005066197,0.00003103681,0.00007422288,0.00614992],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01337039,"threshold_uncertainty_score":0.04651088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354438577258535,"score_gpt":0.3078728119005797,"score_spread":0.2943284261279944,"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."}}