{"id":"W2146036244","doi":"10.5539/jedp.v2n2p85","title":"Exploring the Student Engagement Instrument and Career Perceptions with College Students","year":2012,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Psychology; Student engagement; Perception; Reliability (semiconductor); Medical education; Mathematics education","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":[0.004849483,0.0002058209,0.0001915485,0.001073955,0.0008081517,0.00156834,0.0003669355,0.0003103995,0.002112782],"category_scores_gemma":[0.01280796,0.0001854583,0.0003690475,0.001014131,0.0004617753,0.0009047786,0.002468417,0.001351183,0.0001834425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676004,"about_ca_system_score_gemma":0.001063672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451538,"about_ca_topic_score_gemma":0.004988429,"domain_scores_codex":[0.9983048,0.0007992903,0.0001687399,0.00008185933,0.0003825362,0.0002627432],"domain_scores_gemma":[0.9931196,0.002464791,0.001786057,0.0003164457,0.001032081,0.001281033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000430052,0.0003357876,0.9654917,0.00002009763,0.00002082948,0.00004680831,0.005643851,0.00008165718,0.0003631592,0.0003379789,0.0002405354,0.02737455],"study_design_scores_gemma":[0.000009211535,0.0002518644,0.9858321,0.00003556547,0.00001025902,0.000070744,0.0104767,0.0006593954,0.000352683,0.0003572842,0.001933345,0.00001078194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981377,0.00003088319,0.000343108,0.00008225628,0.000005607505,0.00003335107,0.00004390187,0.000003683353,0.001319481],"genre_scores_gemma":[0.9984568,0.00005028807,0.0007871668,0.00003376446,0.000005947953,0.00008423747,0.000109081,0.000002535465,0.0004701123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004849483,"threshold_uncertainty_score":0.02564681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1969776961197919,"score_gpt":0.4644900021632475,"score_spread":0.2675123060434555,"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."}}