{"id":"W2189475946","doi":"10.36510/learnland.v8i1.682","title":"A Belizean Education: Learning From an International Field Experience","year":2014,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Popularity; Field (mathematics); Pedagogy; Professional development; Psychology; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001951742,0.00007432977,0.00007649949,0.00003569782,0.0005253867,0.0002089833,0.0002642522,0.00006959814,0.001851601],"category_scores_gemma":[0.001805546,0.00006822761,0.0000330471,0.000098213,0.00003432975,0.0003428025,0.00002467625,0.0001991846,0.0001223323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003202013,"about_ca_system_score_gemma":0.00007637455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006635087,"about_ca_topic_score_gemma":0.0009476087,"domain_scores_codex":[0.999037,0.0002456785,0.0001111211,0.0002050028,0.0002361133,0.0001650659],"domain_scores_gemma":[0.9994046,0.0001468701,0.00007458511,0.00008798975,0.0001512167,0.0001347338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002395896,0.0001680702,0.3426171,0.000003422606,0.00001843634,7.628793e-7,0.5157887,0.0006475982,0.0004240851,0.01788503,0.003943642,0.1184792],"study_design_scores_gemma":[0.0001178705,0.00002869107,0.02392619,0.00001485164,0.000004222383,5.361977e-7,0.04654645,0.0008102268,0.0000604302,0.0001086475,0.9282695,0.0001123636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900415,0.00003655911,0.00008456995,0.00472152,0.001424281,0.000051041,2.851283e-7,0.0001470903,0.09311965],"genre_scores_gemma":[0.9893849,0.00004139971,0.0005778586,0.001035881,0.001090028,0.00001602525,0.00005209367,0.0000058004,0.007796039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9243259,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649085378927687,"score_gpt":0.3429278877453035,"score_spread":0.3264370339560266,"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."}}