{"id":"W4210992882","doi":"10.1002/jid.3631","title":"State of the field: A comparative analysis of international development studies majors in Canada, the United Kingdom and United States","year":2022,"lang":"en","type":"article","venue":"Journal of International Development","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Curriculum; Experiential learning; Field (mathematics); Political science; Sociology; State (computer science); Thematic analysis; Work (physics); Mathematics education; Pedagogy; Social science; Psychology; Qualitative research; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336658,0.0001197872,0.000244018,0.004334635,0.002896024,0.002915884,0.0005955211,0.0002357707,0.003065246],"category_scores_gemma":[0.005880271,0.0001401903,0.0001331668,0.005172241,0.001683809,0.0006142717,0.002027735,0.0004735915,0.0001719854],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01581021,"about_ca_system_score_gemma":0.02443526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8314716,"about_ca_topic_score_gemma":0.9321595,"domain_scores_codex":[0.9985575,0.0001818382,0.00006539985,0.0001057057,0.0004113916,0.0006781945],"domain_scores_gemma":[0.9906117,0.001263964,0.001232011,0.0001296742,0.003556583,0.003205999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001295151,0.00006927869,0.8858042,0.0001269346,0.00002010752,0.0003119923,0.08048584,0.00009505429,0.0009905252,0.001772202,0.001293733,0.02890053],"study_design_scores_gemma":[0.000001298309,0.00003587248,0.8604402,0.00006260461,0.000004396187,0.00006019904,0.1352066,0.00007166574,0.0001442511,0.00004607765,0.003917413,0.00000947843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959413,0.0001948248,0.00003770297,0.0001532741,0.000005108137,0.00001082272,0.0001576198,0.000003116276,0.003496304],"genre_scores_gemma":[0.9990689,0.0001651253,0.0000321575,0.00001940584,0.00000123041,0.000003734534,0.00007504089,0.000001740643,0.0006327172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9841898,"threshold_uncertainty_score":0.3390417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748460075494005,"score_gpt":0.3272590427155765,"score_spread":0.2897744419606365,"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."}}