{"id":"W7000432785","doi":"","title":"Examining the transfer student experience: Interactions with faculty, campus relationships, and overall satisfaction","year":2009,"lang":"en","type":"other","venue":"IUScholarWorks (Indiana University)","topic":"","field":"","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Association (psychology); Quality (philosophy); Attendance; Data collection","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002449467,0.0005938244,0.0004236739,0.001646686,0.0009948059,0.0003758458,0.0004958431,0.0005086726,0.0007514295],"category_scores_gemma":[0.00003478631,0.0005037818,0.0001014774,0.001350079,0.0003095494,0.001002098,0.00008544947,0.002322165,0.0002379193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013233,"about_ca_system_score_gemma":0.0001289048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008085877,"about_ca_topic_score_gemma":0.01414686,"domain_scores_codex":[0.9973279,0.0004792312,0.0002353183,0.0008394833,0.0006237191,0.0004944004],"domain_scores_gemma":[0.9985645,0.0001546117,0.0002486945,0.0006734909,0.00008464095,0.0002740222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001003183,0.0007438956,0.6307566,0.0001398323,0.00393979,0.002290296,0.0704046,0.001524462,0.0007608068,0.01701122,0.2447912,0.02663409],"study_design_scores_gemma":[0.001549293,0.0001276005,0.3387861,0.0005991182,0.0004803646,0.00008882884,0.01242502,0.00001209868,0.000008297473,0.00001578047,0.6451113,0.0007961799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4089445,0.0007766482,0.002428873,0.0002465038,0.0005160664,0.002105707,0.0004549004,0.001098789,0.583428],"genre_scores_gemma":[0.5937645,0.0002163798,0.0004001265,0.00007398999,0.0001883005,0.000007889197,0.0001550411,0.0004637624,0.40473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4003201,"threshold_uncertainty_score":0.9999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344294648679345,"score_gpt":0.2614792747171708,"score_spread":0.2280363282303774,"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."}}