{"id":"W1561802135","doi":"10.18438/b84k8w","title":"Lack of Congruence between Analyses and Conclusions Limits Usefulness of Study of Socio-cultural Influences on Student Choice of LIS","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Psychology; Medical education; Library science; Medicine; Sociology; Demography","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2537895,0.001766329,0.002902691,0.02718631,0.005109655,0.01235642,0.006362602,0.00216363,0.008868869],"category_scores_gemma":[0.5376121,0.001204031,0.003347564,0.01778255,0.009265325,0.01263107,0.009618296,0.004270782,0.002746328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006462721,"about_ca_system_score_gemma":0.009502516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006834382,"about_ca_topic_score_gemma":0.009198486,"domain_scores_codex":[0.6879517,0.2100415,0.03685238,0.02499502,0.03759866,0.002560741],"domain_scores_gemma":[0.2435124,0.6375444,0.01323253,0.03958024,0.06474513,0.001385335],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001473803,0.001528428,0.1301688,0.02729549,0.006313627,0.001552546,0.1134967,0.001754418,0.002916409,0.08382721,0.0301019,0.5995707],"study_design_scores_gemma":[0.0006910968,0.00174692,0.1987451,0.04662083,0.003434749,0.001243291,0.2925899,0.01820654,0.007670664,0.2539397,0.1744144,0.000696852],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3203735,0.05166108,0.4134726,0.0421346,0.01174193,0.01469512,0.01268915,0.001718024,0.131514],"genre_scores_gemma":[0.839279,0.01163812,0.1162319,0.009427154,0.002456023,0.01274636,0.003825176,0.0009533573,0.003442919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7462106,"threshold_uncertainty_score":0.9202105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102769425072507,"score_gpt":0.4231798515762249,"score_spread":0.3204104265037179,"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."}}