{"id":"W4313447936","doi":"10.32674/jis.v13i4.5153","title":"A Case for Critical Realism in Quest of Interdisciplinarity in Research with International Students","year":2022,"lang":"en","type":"article","venue":"Journal of International Students","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Blueprint; Critical realism (philosophy of perception); Epistemology; Affordance; Realism; Pluralism (philosophy); Sociology; Pragmatism; Critical theory; Field (mathematics); Metatheory; Interdisciplinarity; Social science; Psychology; 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":[0.1162914,0.001012957,0.001430839,0.005105471,0.01972455,0.02741828,0.003482192,0.01284359,0.004731703],"category_scores_gemma":[0.0924997,0.0009478131,0.001261855,0.002294009,0.1317039,0.04387014,0.03045779,0.02501185,0.0006175287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068742,"about_ca_system_score_gemma":0.01319623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290893,"about_ca_topic_score_gemma":0.002636874,"domain_scores_codex":[0.8685172,0.1137086,0.001944709,0.005325614,0.006897649,0.003606227],"domain_scores_gemma":[0.8583601,0.1106413,0.005853462,0.01053862,0.007093071,0.007513453],"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":[0.00001186432,0.0000148052,0.000201528,0.0000484823,0.000005688698,0.0001102751,0.03286815,0.00007336257,0.00006139232,0.9632649,0.001177492,0.002162103],"study_design_scores_gemma":[0.00002408513,0.00001807316,0.0001125038,0.0003384366,0.000005603056,0.0001445863,0.02077155,0.0003682503,0.000106026,0.9438953,0.03419687,0.00001865211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04371216,0.007873491,0.1267729,0.5650644,0.002678462,0.0002835805,0.00003015545,0.000115956,0.253469],"genre_scores_gemma":[0.9522239,0.001534622,0.02311629,0.01622455,0.001019022,0.0005546851,0.00001321973,0.0001187147,0.005194976],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1162914,"threshold_uncertainty_score":0.6150153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1672918641627148,"score_gpt":0.5905347670182575,"score_spread":0.4232429028555427,"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."}}