{"id":"W4415759967","doi":"10.34190/icer.2.1.4241","title":"The PCC Model in Online Teaching: A Framework for Effective Practice","year":2025,"lang":"","type":"article","venue":"International Conference on Education Research","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent College","funders":"","keywords":"Stakeholder; Flipped classroom; Stakeholder engagement; Collaborative learning; Best practice; Conceptual framework; Higher education; Stakeholder analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007510836,0.0002491928,0.0002628632,0.001131426,0.002364742,0.0006722558,0.001984925,0.0004003315,0.0001017002],"category_scores_gemma":[0.06762408,0.0002237348,0.0001051009,0.001380923,0.001347691,0.0004388547,0.000323744,0.002755024,0.00005706254],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752653,"about_ca_system_score_gemma":0.01061689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009281968,"about_ca_topic_score_gemma":0.001052789,"domain_scores_codex":[0.9946681,0.001473637,0.0006532543,0.0008292688,0.001595421,0.000780363],"domain_scores_gemma":[0.9764176,0.01680583,0.0003133776,0.0006013035,0.005752331,0.0001095537],"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":[0.0002777265,0.001225061,0.0001521164,0.00001579792,0.00007822649,1.524864e-7,0.01068647,0.00006294408,0.00003851539,0.7157617,0.01539874,0.2563026],"study_design_scores_gemma":[0.0002661654,0.0001136284,0.002091911,0.0006693606,0.00001400977,3.219868e-7,0.152185,0.01063324,0.00007709045,0.609997,0.2237895,0.0001626893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03079574,0.0009365264,0.01517923,0.6741414,0.007611637,0.004092283,0.00006903822,0.000143439,0.2670307],"genre_scores_gemma":[0.9302946,0.003144374,0.01034405,0.001441724,0.0005683281,0.003608708,0.00001988523,0.00001865075,0.05055965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8994989,"threshold_uncertainty_score":0.9995456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1704853607344398,"score_gpt":0.608834644156158,"score_spread":0.4383492834217181,"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."}}