{"id":"W7033325619","doi":"","title":"Practical recommendations for the teachers on optimization process of the students majoring in Tourism","year":2015,"lang":"en","type":"other","venue":"zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)","topic":"Spanish Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retraining; Vocational education; Process (computing); Training (meteorology); Tourism; Professional development","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004237112,0.0002919438,0.0005815229,0.0005378211,0.0005113009,0.00004219562,0.002562371,0.0002976638,0.000119791],"category_scores_gemma":[0.001810529,0.0001600693,0.0002463624,0.0009746083,0.005874851,0.0005577461,0.0003063474,0.0005663256,6.605693e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007068307,"about_ca_system_score_gemma":0.0004066543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009560231,"about_ca_topic_score_gemma":0.00002699829,"domain_scores_codex":[0.9936108,0.000161842,0.001214366,0.0004576567,0.004289885,0.0002654262],"domain_scores_gemma":[0.9951305,0.001104604,0.002923572,0.00005801142,0.0007388415,0.00004443882],"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":[0.0001242393,0.001144801,0.001505423,0.0005801143,0.0005457303,3.864817e-8,0.01351761,0.03823359,0.000583384,0.7462652,0.1967727,0.0007271398],"study_design_scores_gemma":[0.00733809,0.00245787,0.03694857,0.01684792,0.001583565,0.00003219241,0.04431612,0.01103651,0.0283741,0.3704378,0.477933,0.002694272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02603635,0.01310814,0.0001603117,0.177169,0.00211883,0.009803976,0.007705637,0.00009960267,0.7637981],"genre_scores_gemma":[0.9744158,0.0004211634,0.005529576,0.0009098664,0.0006889528,0.0001124093,0.00001378216,0.00005692695,0.01785151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9483795,"threshold_uncertainty_score":0.9968306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139679228134431,"score_gpt":0.394150063943188,"score_spread":0.2801821411297449,"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."}}