{"id":"W4385765014","doi":"10.5430/jct.v12n4p40","title":"A Proposed Theory for the Pedagogic Practices in Alternative Learning System (ALS)","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modalities; Class (philosophy); Computer science; Grounded theory; Learning theory; Diversity (politics); Mathematics education; Knowledge management; Experiential learning; Psychology; Pedagogy; Artificial intelligence; Qualitative research; Sociology","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":[0.008347122,0.0008763641,0.000547852,0.004345001,0.002673117,0.006102491,0.003040749,0.003246558,0.005395828],"category_scores_gemma":[0.007549567,0.0004480577,0.001141358,0.002631395,0.02659173,0.008055336,0.003605328,0.002677693,0.001253426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007197,"about_ca_system_score_gemma":0.006440222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587678,"about_ca_topic_score_gemma":0.002537438,"domain_scores_codex":[0.9915764,0.004665209,0.000449698,0.001107432,0.001640466,0.0005609342],"domain_scores_gemma":[0.9935045,0.003823625,0.0005621596,0.0006034094,0.001118302,0.0003879409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006772761,0.00004908549,0.0007037324,0.0001046091,0.000007604674,0.0000581083,0.00772495,0.000688933,0.0001145505,0.9811012,0.0004902584,0.008950256],"study_design_scores_gemma":[0.000061922,0.000124639,0.001243548,0.0004451149,0.00001599158,0.0002737306,0.01100288,0.005215893,0.0002880655,0.9417348,0.0395675,0.00002599795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05278871,0.001623179,0.5832994,0.01808708,0.0004277187,0.001563793,0.0003004382,0.0002575881,0.3416521],"genre_scores_gemma":[0.7846683,0.001024455,0.198867,0.001634169,0.0001209227,0.002328695,0.0001780491,0.00004746607,0.01113096],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008347122,"threshold_uncertainty_score":0.0522182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07282092381257874,"score_gpt":0.4479674053764458,"score_spread":0.3751464815638671,"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."}}