{"id":"W3215295518","doi":"10.22034/jmep.2021.300011.1064","title":"Identifying and analyzing the factors affecting the outcomes of student selection in Farhangian University","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.006948423,0.0003221372,0.0003262603,0.001855884,0.001705559,0.002196264,0.0005262609,0.0004582877,0.004194921],"category_scores_gemma":[0.01637043,0.0001206493,0.000534819,0.002078919,0.000880389,0.0006537364,0.001253197,0.0006126621,0.0002798933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410646,"about_ca_system_score_gemma":0.002820363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518398,"about_ca_topic_score_gemma":0.003217857,"domain_scores_codex":[0.9956926,0.001635257,0.000350319,0.0001987305,0.001495284,0.0006279211],"domain_scores_gemma":[0.9821857,0.008251053,0.003601857,0.0004467725,0.003712142,0.001802517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089373,0.0004893347,0.9389266,0.0001627902,0.00004386656,0.0002456252,0.009481949,0.000639134,0.0004474534,0.0007641073,0.0007400193,0.04795015],"study_design_scores_gemma":[0.00000690895,0.0002431165,0.9742612,0.00007955911,0.000022156,0.00004581165,0.02219848,0.001199737,0.0004940454,0.000493501,0.0009342399,0.00002125024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982181,0.00005150744,0.0002649178,0.0001844194,0.000007965142,0.000040191,0.00003220878,0.000004031163,0.001196631],"genre_scores_gemma":[0.9993995,0.00003542954,0.0001657934,0.00001226071,0.000005277211,0.0000355287,0.00003647618,6.762925e-7,0.0003090265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006948423,"threshold_uncertainty_score":0.03674722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3434254958817335,"score_gpt":0.5786963926405733,"score_spread":0.2352708967588397,"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."}}