{"id":"W3187961734","doi":"10.3968/12161","title":"The Market-Oriented Education Approach Brings Challenges to the Practice: Based learning Approach in Pre-school Higher Education","year":2021,"lang":"en","type":"article","venue":"Canadian social science","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Employability; Curriculum; Government (linguistics); Higher education; Work (physics); Process (computing); Quality (philosophy); Pedagogy; Medical education; Engineering ethics; Sociology; Political science; Engineering; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01615028,0.0005261881,0.0005354964,0.001303708,0.006512042,0.01207115,0.002614409,0.002879406,0.01248887],"category_scores_gemma":[0.007389977,0.0003907737,0.0005642871,0.001289716,0.01279903,0.006825135,0.006596534,0.005053773,0.001930625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01446399,"about_ca_system_score_gemma":0.03882557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009055153,"about_ca_topic_score_gemma":0.02433832,"domain_scores_codex":[0.98958,0.005192326,0.0003165067,0.0009007155,0.002927813,0.001082689],"domain_scores_gemma":[0.9849368,0.006220089,0.0008141788,0.001448256,0.001979449,0.004601218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005838639,0.002829051,0.009652793,0.001393977,0.00004380042,0.0004543166,0.03925916,0.001697886,0.002146404,0.5562658,0.01697447,0.3692239],"study_design_scores_gemma":[0.0001767871,0.0009926147,0.02538849,0.001537181,0.00002362268,0.0004340951,0.05725563,0.003564378,0.002140394,0.5391185,0.3692347,0.0001336818],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.216255,0.005308027,0.1095143,0.2117183,0.001063843,0.00161626,0.00009124537,0.0003176899,0.4541154],"genre_scores_gemma":[0.915483,0.002426566,0.04121508,0.008278124,0.000299304,0.0009062031,0.00004570023,0.00008022575,0.03126585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01615028,"threshold_uncertainty_score":0.1049441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619765140977703,"score_gpt":0.3365329503165735,"score_spread":0.3103352989067965,"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."}}