{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001722725,0.00004975458,0.00008358534,0.00002501923,0.001584754,0.00004960104,0.0003326208,0.00002233372,0.00002849193],"category_scores_gemma":[0.00005219645,0.00003221424,0.00008108922,0.00009659019,0.0003352727,0.00009996852,0.0000155711,0.0003545051,0.00001562073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694452,"about_ca_system_score_gemma":0.000943744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006194039,"about_ca_topic_score_gemma":0.02604563,"domain_scores_codex":[0.9984921,0.0001510914,0.0001806938,0.00006198586,0.0003723696,0.0007418183],"domain_scores_gemma":[0.9994853,0.000073216,0.0001217706,0.00004803628,0.0002497686,0.00002186577],"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":[0.00003224942,0.000009138125,0.0003031902,5.261265e-7,0.000106541,1.937325e-7,0.003393155,0.000001349937,0.0003857565,0.9925491,0.0002148944,0.003003871],"study_design_scores_gemma":[0.0003680437,0.0003332415,0.0009028284,0.0000335839,0.00003397345,0.00003353209,0.04511226,0.00003745015,0.0003392372,0.8290024,0.1236976,0.0001058977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185991,0.007523526,0.01109859,0.006422773,0.001278803,0.0001722513,0.000001640731,0.00002532082,0.05487801],"genre_scores_gemma":[0.9930719,0.003793064,0.000009639752,0.00002723434,0.0008936935,0.000001290128,1.517784e-7,0.000003356126,0.002199654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1635468,"threshold_uncertainty_score":0.999715,"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."}}