{"id":"W4390117016","doi":"10.33524/cjar.v23i3.598","title":"Going Global: A Binational Approach to Innovative Teaching and Learning with Technology","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara College","funders":"","keywords":"General partnership; Study abroad; Internationalization; Transformative learning; Action learning; Experiential learning; Sociology; Psychology; Knowledge management; Pedagogy; Political science; Teaching method; Cooperative learning; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008661327,0.00003178453,0.00005005811,0.000626907,0.003207157,0.0001983961,0.0001662896,0.00003530321,0.00003333769],"category_scores_gemma":[0.002067531,0.00002301059,0.000007273589,0.002537223,0.0002202484,0.0001801587,0.00001684397,0.001067651,0.00002036245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209572,"about_ca_system_score_gemma":0.002025878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02168152,"about_ca_topic_score_gemma":0.04113111,"domain_scores_codex":[0.9983313,0.0008036837,0.00009435273,0.00006894612,0.0004498022,0.0002519019],"domain_scores_gemma":[0.9988176,0.0002622889,0.00005794522,0.00004740915,0.0006177278,0.0001970367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005587293,0.00004185667,0.05015397,0.00001746546,0.0001321853,0.00003061669,0.1011649,0.002431425,0.0001403541,0.654643,0.0486792,0.1425091],"study_design_scores_gemma":[0.0001315267,0.0001319918,0.03595019,0.00003083564,0.000003609532,0.000029675,0.1693617,0.0000627912,0.000007196268,0.002497993,0.7917351,0.0000574652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303932,0.0000354089,0.0004539401,0.1047108,0.000154065,0.0001760397,0.0000012338,0.00001808988,0.06405722],"genre_scores_gemma":[0.9960851,0.00001259732,0.0007645444,0.00007928564,0.000126171,0.000007177627,5.993392e-7,0.000003819664,0.002920714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7430558,"threshold_uncertainty_score":0.9980905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114125784226937,"score_gpt":0.4780835726668629,"score_spread":0.2666709942441692,"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."}}