{"id":"W2253345422","doi":"10.14425/00.87.94","title":"Skills Development: A Review With Reference To Southeast Asia","year":2015,"lang":"en","type":"review","venue":"Journal of International Comparative Education","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Southeast asia; Gender studies; Geography; Sociology; Ethnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009412537,0.0009351835,0.001367167,0.006527161,0.0005050537,0.001501645,0.001015302,0.001048939,0.004838026],"category_scores_gemma":[0.002404323,0.0003560716,0.0009656395,0.009087892,0.0006711927,0.001819975,0.001098067,0.0009969937,0.0007029645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106643,"about_ca_system_score_gemma":0.004311264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005757434,"about_ca_topic_score_gemma":0.01135037,"domain_scores_codex":[0.9996597,0.00006435245,0.00009889143,0.0000592984,0.00008528373,0.00003249898],"domain_scores_gemma":[0.9985065,0.0009384747,0.0002272667,0.00002297178,0.0002290159,0.00007584855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007066962,0.00008014379,0.0006970259,0.1730965,0.0002746689,0.000392918,0.000545106,0.0003838724,0.0004621198,0.003497771,0.02133163,0.7991675],"study_design_scores_gemma":[0.00001943937,0.0001469949,0.006109374,0.1223052,0.0008460035,0.001947744,0.0006548706,0.0001104607,0.0003634403,0.001881164,0.8655785,0.00003670773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001179649,0.99931,0.00002422743,0.0001049611,0.00005348022,0.000002405127,0.00001208129,0.000001355271,0.0003736114],"genre_scores_gemma":[0.0007533377,0.9989774,0.00005250312,0.00006573444,0.0000346235,0.000003349403,0.00001324784,4.062058e-7,0.00009944147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006527161,"threshold_uncertainty_score":0.01618481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508367169217687,"score_gpt":0.4635038704665805,"score_spread":0.3126671535448118,"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."}}