{"id":"W4394776186","doi":"10.1108/jwam-05-2024-138","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"Journal of Work-Applied Management","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002280442,0.0004310221,0.0007091518,0.0005561616,0.00008255132,0.0003578684,0.000868725,0.0009489463,0.001278698],"category_scores_gemma":[0.0000654325,0.0003575259,0.0004256953,0.000414182,0.00003647238,0.00009790687,0.0002613528,0.002808676,0.001784817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659491,"about_ca_system_score_gemma":0.0001134187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001108039,"about_ca_topic_score_gemma":0.000001951308,"domain_scores_codex":[0.9956477,0.00008398622,0.001147834,0.0004860176,0.002198801,0.0004356711],"domain_scores_gemma":[0.9973746,0.0006563113,0.0008852634,0.0006129171,0.000315609,0.0001552802],"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":[0.001075398,0.0001823206,1.875835e-7,0.0001903859,0.001253746,0.0003651549,0.0005524356,0.00002007634,0.000001214109,0.0007941495,0.9171113,0.07845368],"study_design_scores_gemma":[0.001132706,0.0001787558,0.000001292011,0.0004342443,0.001100111,0.000004499431,0.0003777858,4.600857e-7,3.115847e-7,0.001206993,0.9952396,0.0003232737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000006445707,0.005924948,0.0001735739,0.0003454825,0.9040748,0.0002585952,0.00001251893,0.00004786237,0.08915579],"genre_scores_gemma":[0.00007365002,0.004774013,0.0006346122,0.00005705772,0.9741192,0.000024871,0.00002904127,0.0001127214,0.02017487],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07813041,"threshold_uncertainty_score":0.9998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113776245977117,"score_gpt":0.3107737348805011,"score_spread":0.29963597242073,"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."}}