{"id":"W2099035028","doi":"10.29173/cmplct8917","title":"Between Chaos and Entropy: Community of Inquiry from a Systems Perspective","year":2010,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autopoiesis; Epistemology; Argumentation theory; Dialogical self; Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008377925,0.00006390154,0.000163167,0.000112596,0.0003137417,0.0001270585,0.0003197922,0.00005921535,0.00008345978],"category_scores_gemma":[0.0003785106,0.00006443395,0.00002980494,0.00005021411,0.0005957715,0.0003392472,0.00004625846,0.0003773613,0.000001249359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007782791,"about_ca_system_score_gemma":0.0002968186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007819861,"about_ca_topic_score_gemma":0.0006654102,"domain_scores_codex":[0.9989537,0.000268327,0.0002952697,0.00007690539,0.0003280423,0.00007773316],"domain_scores_gemma":[0.9980663,0.0002889056,0.0002521818,0.00008930726,0.001141335,0.0001619598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000258721,0.0003471943,0.04734444,0.000008174833,0.00006393938,1.534095e-7,0.06447494,4.717712e-7,0.000698336,0.8832448,0.00009644481,0.003695199],"study_design_scores_gemma":[0.0002198108,0.00006503261,0.5600626,0.00007743995,0.00002229281,0.000008819082,0.06343227,0.00001957843,0.0001640879,0.370662,0.005171064,0.00009505379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918616,0.00007375139,0.0007067785,0.003929008,0.00168409,0.00007460603,0.00001581183,0.000007518088,0.001646811],"genre_scores_gemma":[0.9960973,0.00007872916,0.002598949,0.0001881728,0.0009887458,0.000001590128,0.00001600128,0.000003303935,0.0000272608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5127181,"threshold_uncertainty_score":0.9987872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371020258516181,"score_gpt":0.4230440401810398,"score_spread":0.2859420143294217,"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."}}