{"id":"W7162019232","doi":"10.82308/18630","title":"An inquiry into the impact of institutional strategies on faculty partners' development of globally networked learning environments (GNLEs)","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Higher education; Rhetorical question; Internationalization; Qualitative research; Syllabus; Participant observation; Professional development; Discipline","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":[0.01911139,0.0004828921,0.0004709788,0.0020053,0.0122132,0.01179364,0.002460078,0.002391203,0.004025653],"category_scores_gemma":[0.02699047,0.0004874962,0.0003681678,0.00274659,0.01517202,0.01058009,0.01255373,0.00269163,0.000416902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008947209,"about_ca_system_score_gemma":0.008140144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004723733,"about_ca_topic_score_gemma":0.00773092,"domain_scores_codex":[0.9650207,0.02778881,0.0005942368,0.001137608,0.002252809,0.003205858],"domain_scores_gemma":[0.9779254,0.01502633,0.001974142,0.0009093273,0.001494712,0.002670067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002460565,0.00007283172,0.00751487,0.0001145562,0.000008989276,0.002303516,0.9320083,0.0002629159,0.0008067843,0.03854302,0.0008319646,0.01750764],"study_design_scores_gemma":[0.000004227009,0.00003749613,0.0008580715,0.00009189265,0.0000043943,0.0004515042,0.9698323,0.000203891,0.0005053023,0.002464704,0.02553285,0.00001342224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342054,0.0008751053,0.01307216,0.005068999,0.00009041683,0.0002716273,0.00005564982,0.00005553393,0.04630523],"genre_scores_gemma":[0.995033,0.0002326408,0.001804983,0.0002901987,0.000009544397,0.0001142904,0.00001204469,0.00001697013,0.002486484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911139,"threshold_uncertainty_score":0.101072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403101908709225,"score_gpt":0.413364203145534,"score_spread":0.3730540122746114,"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."}}