{"id":"W2549533131","doi":"10.22545/2011/00020","title":"Place and Transdisciplinarity","year":2011,"lang":"en","type":"article","venue":"Transdisciplinary Journal of Engineering & Science","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Transdisciplinarity; Axiology; Ontology; Epistemology; Sociology; Knowledge management; Engineering ethics; Management science; Computer science; Engineering; Social science; 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":[],"consensus_categories":[],"category_scores_codex":[0.003007013,0.0001206468,0.0001810677,0.0002968389,0.0008982124,0.00007270828,0.0005009504,0.00004990386,0.00009557624],"category_scores_gemma":[0.00006572174,0.0001088741,0.00006896936,0.0006658603,0.0006280387,0.0009028935,0.00001825751,0.0002648434,0.000003197594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882581,"about_ca_system_score_gemma":0.001389558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256976,"about_ca_topic_score_gemma":0.0001126521,"domain_scores_codex":[0.99849,0.00004081146,0.0003164108,0.0001742691,0.0005340288,0.0004444952],"domain_scores_gemma":[0.9991118,0.00008676463,0.000116108,0.0001217535,0.0002175814,0.0003460165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001070905,0.0001923219,0.0030262,0.00004573184,0.00001634709,0.00004100258,0.9802476,0.001091196,0.003361791,0.01009093,0.00003357005,0.001746174],"study_design_scores_gemma":[0.004028101,0.003631438,0.6973315,0.001260249,0.0004882818,0.001141467,0.2316222,0.004658608,0.01917141,0.02247646,0.01112863,0.003061658],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897361,0.0003877628,0.003899971,0.000446655,0.0007302953,0.0001140787,0.00000232723,0.00002851461,0.004654343],"genre_scores_gemma":[0.9932035,0.0001500186,0.006365343,0.00001087288,0.0001700555,0.000001490032,2.031658e-7,0.000009168978,0.00008940566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7486255,"threshold_uncertainty_score":0.6908414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753836601088978,"score_gpt":0.2817425562553554,"score_spread":0.2542041902444657,"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."}}