{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"16b7f4c0a48f","filters":{"venue":"Journal of Heihe University"}},"results":[{"id":"W2389664562","doi":"","title":"The Study of the Marketing Talent Development Models in the Practical Universities","year":2012,"lang":"en","type":"article","venue":"Journal of Heihe University","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Marketing; Quality (philosophy); Process (computing); Business; Public relations; Political science; Computer science","authors":[{"name":"Huang Hai-tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0314959567351805,"gpt":0.2242623333206955,"spread":0.192766376585515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002257275,0.00008413017,0.0001146472,0.0001373095,0.0004981761,0.00006017699,0.0005610702,0.00002097033,0.0000247833],"category_scores_gemma":[0.00003516561,0.00004375661,0.00008031534,0.0002671715,0.00006430076,0.0008820089,0.0003804909,0.0002334959,0.000004804587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089865,"about_ca_system_score_gemma":0.00004411397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005989278,"about_ca_topic_score_gemma":0.0001409149,"domain_scores_codex":[0.9989078,0.0001494969,0.0002175904,0.00005918914,0.0004748834,0.0001910625],"domain_scores_gemma":[0.9990644,0.0002012041,0.0004527191,0.0001655251,0.0001062401,0.000009887345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003172723,0.009257008,0.6973971,0.0005040244,0.00170106,0.0006832632,0.07513142,0.0104119,0.00004245644,0.1265163,0.05649088,0.01869186],"study_design_scores_gemma":[0.001068758,0.00002282636,0.30503,0.00007202845,0.0001859346,0.00000953244,0.3704493,0.0004491784,0.000002885872,0.0001145477,0.3224829,0.0001120831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859837,0.00007125125,0.00004555095,0.001232815,0.0001481233,0.0001941326,1.412017e-7,0.000003478842,0.01232076],"genre_scores_gemma":[0.999145,0.00002011159,0.00003523905,0.0001297746,0.0001426345,1.252239e-7,1.471974e-7,0.000003832283,0.0005231566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3923671,"threshold_uncertainty_score":0.3831619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}