{"id":"W4408039432","doi":"10.5539/ijps.v17n1p31","title":"Investigating the Barriers of Creativity in the Effective Teaching and Learning Process (Case Study Lecturers and Students)","year":2025,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Psychology; Process (computing); Mathematics education; Pedagogy; Social psychology; Computer science","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":[0.01996713,0.0004320209,0.0005828606,0.001411123,0.005328461,0.007005882,0.002586699,0.002012108,0.00263386],"category_scores_gemma":[0.04422696,0.0005035028,0.0006205344,0.000886545,0.004211404,0.003081938,0.003459448,0.002823645,0.0004672087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003549024,"about_ca_system_score_gemma":0.00598044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303052,"about_ca_topic_score_gemma":0.004263475,"domain_scores_codex":[0.9750317,0.01724422,0.0009925537,0.0009602909,0.003033876,0.002737453],"domain_scores_gemma":[0.9408914,0.04351607,0.005768191,0.00212371,0.00287693,0.004823625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003485867,0.003422935,0.06525061,0.00054666,0.00004649117,0.009368765,0.8320029,0.0004742045,0.0041575,0.007017916,0.001127774,0.07623564],"study_design_scores_gemma":[0.0001468376,0.002417416,0.04610603,0.0007833748,0.0001014976,0.008367836,0.9086152,0.002040606,0.006178152,0.003018888,0.02210171,0.0001224902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946256,0.0002780224,0.001617627,0.0005405092,0.00002513205,0.0001167271,0.000004848839,0.00001195968,0.002779448],"genre_scores_gemma":[0.9971628,0.0002338203,0.00131056,0.0001251896,0.00001611049,0.0001102417,0.000004463524,0.000004818889,0.001031871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996713,"threshold_uncertainty_score":0.1055975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05947691803672567,"score_gpt":0.515634478787362,"score_spread":0.4561575607506363,"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."}}