{"id":"W4382656691","doi":"","title":"ASSSESING UNIVERSITYS’ POPULARITIES OF UNİVERSITY RANKINGS BY USING GOOGLE TRENDS","year":2023,"lang":"tr","type":"article","venue":"DergiPark (Istanbul University)","topic":"Healthcare, Law, Governance, and Management Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0009560732,0.0006533878,0.00122754,0.001766994,0.003901507,0.00004657546,0.0009995066,0.0006392197,0.000385805],"category_scores_gemma":[0.0001726988,0.0008670934,0.0004393608,0.005086982,0.0007077554,0.0009696657,0.001547864,0.000815741,0.00008391476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072188,"about_ca_system_score_gemma":0.0006026507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206518,"about_ca_topic_score_gemma":0.002990083,"domain_scores_codex":[0.9946299,0.000891374,0.0007802519,0.001035385,0.0009560065,0.001707061],"domain_scores_gemma":[0.9963031,0.000521661,0.001453929,0.0007264845,0.0005535951,0.0004411775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001634711,0.0006796477,0.1173374,0.005776511,0.002016647,0.001554099,0.02847051,0.0003197086,0.0005310089,0.1569073,0.6813642,0.003408326],"study_design_scores_gemma":[0.003604695,0.0001708753,0.01297346,0.001172088,0.0008573585,0.000002460468,0.1411615,0.0005054395,0.00004047829,0.0002959539,0.8382782,0.0009374346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8380793,0.0008647948,0.001255789,0.003513792,0.002329897,0.0008849974,0.002147309,0.0006593635,0.1502648],"genre_scores_gemma":[0.8284318,0.004527394,0.0003463144,0.0003719569,0.0001666479,7.281942e-7,0.0002478565,0.00008752968,0.1658198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156914,"threshold_uncertainty_score":0.999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06933698378176766,"score_gpt":0.3339829816152161,"score_spread":0.2646459978334484,"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."}}