{"id":"W138990844","doi":"","title":"Learning the Ropes: A Case Study of the Academic and Social Experiences of College Transfer Students within a Developing University-College Articulation Framework","year":2006,"lang":"en","type":"article","venue":"The College Quarterly","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Articulation (sociology); Transfer of learning; Psychology; Transfer of training; Higher education; Pedagogy; Mathematics education; Shock (circulatory); Sociology; Political science; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001364265,0.0001228773,0.0002163263,0.00007423593,0.003104036,0.00002695165,0.0005888432,0.00008923703,0.00001471273],"category_scores_gemma":[0.00008593662,0.00007176001,0.0000566798,0.001175875,0.0009806162,0.0001640915,0.00006111214,0.0003762529,9.546413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009433475,"about_ca_system_score_gemma":0.0003205924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003164393,"about_ca_topic_score_gemma":0.006442972,"domain_scores_codex":[0.9965941,0.001748235,0.000341626,0.0001975118,0.0008599362,0.0002586177],"domain_scores_gemma":[0.9986876,0.0007945117,0.0001586122,0.0001553468,0.000172972,0.00003098671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004283609,0.0001202493,0.01166404,0.00001008896,0.00005868019,0.00001759581,0.9580079,0.00002432587,0.00004884702,0.02981762,0.0001179,0.00006990774],"study_design_scores_gemma":[0.000433504,0.0002003972,0.0348144,0.00003448786,0.00004792701,0.000006378549,0.9635033,0.00003924729,0.00003284321,0.0004768467,0.0003220408,0.00008865558],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950315,0.00005651002,0.0000458157,0.003234911,0.0001564388,0.001285105,0.00001906878,0.00001958702,0.0001510068],"genre_scores_gemma":[0.9987909,0.000005222783,0.00003434976,0.00003096527,0.00009728973,0.00004846354,2.249843e-7,0.000007474161,0.0009851435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02934077,"threshold_uncertainty_score":0.9981938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446852263000307,"score_gpt":0.3416664281761191,"score_spread":0.317197905546116,"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."}}