{"id":"W2161840337","doi":"10.29173/cmplct20399","title":"The Complexity of Transdisciplinary Literature Reviews","year":2013,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Epistemology; Key (lock); Sociology; Process (computing); Transdisciplinarity; Management science; Ecology; Computer science; Social science; Philosophy; Biology; Artificial intelligence; Engineering","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4583219,0.001779402,0.006885186,0.07219181,0.00719312,0.03025445,0.009267716,0.007291417,0.006157831],"category_scores_gemma":[0.6517345,0.002640996,0.003420218,0.04196734,0.01237917,0.03796445,0.02335919,0.007835775,0.001604288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01315433,"about_ca_system_score_gemma":0.03789603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002903344,"about_ca_topic_score_gemma":0.007769799,"domain_scores_codex":[0.2966198,0.5544733,0.07344384,0.01392442,0.05916011,0.002378497],"domain_scores_gemma":[0.1446489,0.7278567,0.02153086,0.02912018,0.07176039,0.005082983],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002209026,0.0002157895,0.003655045,0.08995345,0.003807604,0.002025561,0.06279396,0.002600131,0.001354321,0.2104581,0.04240394,0.5805112],"study_design_scores_gemma":[0.0001812325,0.0002633386,0.003684432,0.1437401,0.001259031,0.002009821,0.07181022,0.002340985,0.0008123391,0.2863775,0.4872465,0.0002745351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01226548,0.6937541,0.08850236,0.1584493,0.01427012,0.002413081,0.0007847648,0.0003717722,0.02918907],"genre_scores_gemma":[0.2112211,0.447576,0.2582534,0.04844829,0.01460043,0.0113054,0.001759328,0.0006792885,0.006156715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5416781,"threshold_uncertainty_score":0.6679856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276216574621659,"score_gpt":0.4657991412900617,"score_spread":0.2381774838278958,"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."}}