{"id":"W4410197660","doi":"10.24135/pjtel.v7i2.224","title":"Bridging Engagement and Learning Outcomes","year":2025,"lang":"en","type":"article","venue":"Pacific Journal of Technology Enhanced Learning","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Psychology; Computer science; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0157555,0.0006526103,0.0007222329,0.002726104,0.001923987,0.008711471,0.001402882,0.001718676,0.01589921],"category_scores_gemma":[0.08872238,0.000232306,0.000580701,0.001387146,0.002050019,0.005964721,0.01371375,0.002739352,0.002333387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878459,"about_ca_system_score_gemma":0.001968869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006268175,"about_ca_topic_score_gemma":0.0006770987,"domain_scores_codex":[0.9775491,0.01066533,0.001264535,0.002037938,0.006078579,0.002404552],"domain_scores_gemma":[0.953655,0.02375573,0.005134074,0.002979994,0.007200521,0.007274589],"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":[0.0009997007,0.006008559,0.1952052,0.001010917,0.0002948977,0.0004908724,0.09692915,0.002657275,0.004253451,0.06120519,0.01031694,0.6206278],"study_design_scores_gemma":[0.0003945482,0.005669592,0.5903557,0.001779247,0.0003600543,0.0006859035,0.1196591,0.01146596,0.00977833,0.1811394,0.07836855,0.0003436935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581951,0.0006138207,0.01767747,0.004557989,0.0002028808,0.0007938046,0.0004124432,0.0003440606,0.1172025],"genre_scores_gemma":[0.9928519,0.0001361016,0.002436077,0.0001805459,0.00002243069,0.0007150011,0.0001827034,0.00004380744,0.003431266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589921,"threshold_uncertainty_score":0.08332402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536624839569731,"score_gpt":0.3077001855858622,"score_spread":0.2923339371901648,"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."}}