{"id":"W4285348117","doi":"10.7719/irj.v17i1.817","title":"Accounting Skills in Practice and Their Impact on Employability: A Curriculum Review in an Autonomous Philippine University","year":2021,"lang":"en","type":"review","venue":"JPAIR Institutional Research","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"La Cité Collégiale","funders":"","keywords":"Employability; Internship; Curriculum; Medical education; Graduation (instrument); Accreditation; Psychology; Entry Level; Job market; General partnership; Test (biology); Work (physics); Pedagogy; Medicine; Business; Engineering; Finance","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":[0.002917304,0.000340388,0.001105566,0.005158617,0.0003380105,0.001042288,0.0006876598,0.0006072147,0.00132961],"category_scores_gemma":[0.006600718,0.0003154974,0.0007465606,0.005674256,0.0004477992,0.0009001053,0.0007102485,0.0005215883,0.0001490853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877546,"about_ca_system_score_gemma":0.007753747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092298,"about_ca_topic_score_gemma":0.02867123,"domain_scores_codex":[0.9988704,0.0003442917,0.0002950897,0.00009894641,0.0003347173,0.00005655152],"domain_scores_gemma":[0.9954036,0.002557915,0.0008683658,0.00005949701,0.0009469522,0.0001636186],"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":[0.0001297717,0.0001819241,0.003835507,0.1198733,0.0004043166,0.0001796555,0.0007458616,0.0001857448,0.0003329327,0.0005911387,0.003890499,0.8696492],"study_design_scores_gemma":[0.0001764275,0.002570698,0.1673004,0.4161177,0.006211098,0.002341234,0.004127695,0.0004408967,0.001155616,0.0005278723,0.398911,0.0001195576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00342423,0.9957913,0.00004589596,0.0002532935,0.00004827727,0.0000376302,0.00003745969,0.000002601617,0.0003592043],"genre_scores_gemma":[0.01197131,0.9875897,0.0001347243,0.00009940518,0.00003821225,0.0000293916,0.00003976952,0.000001033849,0.00009632944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01092298,"threshold_uncertainty_score":0.0217188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322986040857603,"score_gpt":0.5151429438283341,"score_spread":0.3828443397425738,"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."}}