{"id":"W7001026597","doi":"","title":"THE INFLUENCE OF PEER EDUCATORS IN A FIRST-YEAR SEMINAR ON FRESHMAN PREPARATION FOR COLLEGIATE CHALLENGES: A QUALITATIVE INVESTIGATION OF OBSERVATIONAL LEARNING","year":2015,"lang":"en","type":"dissertation","venue":"Sycamore Scholars (Indiana State University)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Peer mentoring; Transition (genetics); Quarter (Canadian coin); Observational learning; Institution; Higher education; Exploratory research; Peer group","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":[0.02032294,0.0004307977,0.0005800361,0.00162184,0.007247206,0.003477859,0.002523847,0.001254027,0.002119127],"category_scores_gemma":[0.035414,0.000605194,0.0003684568,0.0009759236,0.008510937,0.003299915,0.004971056,0.002505014,0.0003034978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004070576,"about_ca_system_score_gemma":0.006279931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008097406,"about_ca_topic_score_gemma":0.01914395,"domain_scores_codex":[0.9891269,0.00844792,0.0002740822,0.0006415934,0.000679321,0.0008303054],"domain_scores_gemma":[0.9587103,0.03280684,0.002275916,0.001348733,0.002600514,0.002257685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003500754,0.0001374395,0.005395954,0.00006611245,0.00000326909,0.0004031465,0.9873319,0.00002788727,0.0006632938,0.0007178766,0.000305975,0.004912064],"study_design_scores_gemma":[0.000006308751,0.0001212656,0.003848259,0.0001071894,0.000004643945,0.0001046851,0.9899042,0.0001056488,0.0005790199,0.0002314349,0.004973211,0.00001403119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931896,0.0001730487,0.001986464,0.000939595,0.00003723636,0.0002285215,0.00009505502,0.00001412112,0.003336268],"genre_scores_gemma":[0.9943185,0.0003167912,0.001740605,0.0004115646,0.00002067338,0.000389087,0.0000620684,0.0000189625,0.002721887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032294,"threshold_uncertainty_score":0.1074793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06838370240934918,"score_gpt":0.4004347623082469,"score_spread":0.3320510598988977,"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."}}