{"id":"W7067317106","doi":"","title":"The malleability of higher education study environment factors and their influence on humanities students’ dropout – validating an instrument","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01921529,0.0005228511,0.0005383418,0.002418003,0.002016694,0.00253021,0.001209429,0.001050054,0.002503959],"category_scores_gemma":[0.03588386,0.0006811143,0.001727314,0.001553572,0.001690901,0.00134318,0.003307934,0.001504302,0.0006162176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179382,"about_ca_system_score_gemma":0.002535655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00363307,"about_ca_topic_score_gemma":0.006100238,"domain_scores_codex":[0.9876118,0.005158662,0.002195121,0.001001667,0.002999802,0.001032897],"domain_scores_gemma":[0.9525375,0.0215026,0.01108787,0.004161673,0.007623875,0.003086599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004657051,0.001713536,0.9784946,0.00005126448,0.0001316092,0.00003897917,0.006933654,0.000157623,0.0007136994,0.0001862945,0.0002581119,0.01085486],"study_design_scores_gemma":[0.00003982763,0.0009980266,0.9910561,0.00003995195,0.00006252842,0.00004807268,0.00519323,0.0004308442,0.0008812339,0.0001525835,0.001069087,0.00002862102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976427,0.00003501671,0.0004420601,0.00004505475,0.00001222187,0.0002832057,0.0001180926,0.000006200812,0.001415351],"genre_scores_gemma":[0.9950905,0.00005633171,0.002060977,0.00006311855,0.0000124262,0.0008875125,0.0003705225,0.00001180342,0.001446746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921529,"threshold_uncertainty_score":0.1016214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479480463218889,"score_gpt":0.3205464713334085,"score_spread":0.2657516667012196,"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."}}