{"id":"W4412614056","doi":"10.36948/ijfmr.2025.v07i04.47000","title":"An Explanatory Sequential Mixed Methods Approach to Exploring Hybrid Learning and Its Influence to Students’ Academic Self-Efficacy, Academic Resiliency and Academic Motivation: Development of an Intervention Plan","year":2025,"lang":"en","type":"article","venue":"International Journal For Multidisciplinary Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Learning development; Psychology; Mathematics education; Self-efficacy; Plan (archaeology); Intervention (counseling); Medical education; Social psychology; Higher education; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.007577455,0.0002133092,0.0002831456,0.001414391,0.0006736034,0.00008456677,0.001197841,0.0001963273,0.00001271213],"category_scores_gemma":[0.000542629,0.000209214,0.00005510194,0.0003966325,0.00008356923,0.0009678862,0.0008082782,0.001976729,0.000007112302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004510565,"about_ca_system_score_gemma":0.0002492545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001928903,"about_ca_topic_score_gemma":0.000004263082,"domain_scores_codex":[0.9955501,0.001045104,0.001041769,0.0006926308,0.001090922,0.0005794892],"domain_scores_gemma":[0.9979668,0.0005528961,0.0002387196,0.0001579143,0.0005618607,0.0005218239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006775135,0.002199907,0.1667946,0.0004763832,0.0005562773,0.00004945007,0.1087683,0.002317942,0.1163182,0.003408436,0.0003504937,0.5919848],"study_design_scores_gemma":[0.004046575,0.001965899,0.9002644,0.001494158,0.00003493554,0.0003255541,0.04443709,0.003513107,0.04029119,0.001109017,0.002037259,0.0004807781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890619,0.0004749348,0.008043763,0.0002986571,0.0008818273,0.00108841,0.00001745305,0.00003769999,0.0000953667],"genre_scores_gemma":[0.9851663,0.0002617366,0.01343819,0.00004369507,0.0002384544,0.0003931155,0.00004769805,0.00002591424,0.0003848973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7334698,"threshold_uncertainty_score":0.8588015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2601759168124187,"score_gpt":0.5970778521774027,"score_spread":0.336901935364984,"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."}}