{"id":"W4413161250","doi":"10.24908/ijesjp.v12i1.18490","title":"First Thrive, Then Lead","year":2025,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lead (geology); Failure to thrive; Geology; Medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149916,0.0004401468,0.0002258804,0.0005940404,0.004898426,0.005633395,0.0006790568,0.001666402,0.03278991],"category_scores_gemma":[0.004573877,0.0002099397,0.0002900533,0.0002423636,0.004553297,0.004091606,0.005740155,0.004185746,0.01153563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002487134,"about_ca_system_score_gemma":0.003761075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633904,"about_ca_topic_score_gemma":0.01348893,"domain_scores_codex":[0.9990296,0.0002735633,0.00001784729,0.0001350424,0.0003276329,0.0002162232],"domain_scores_gemma":[0.9983019,0.0002212395,0.00005485381,0.0001417063,0.0003473318,0.0009328933],"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":[0.00006513082,0.0001431239,0.001773948,0.0001811973,0.000006746764,0.0003208303,0.01520082,0.0001753667,0.001666247,0.1307244,0.6057115,0.2440306],"study_design_scores_gemma":[0.000007992575,0.00006677356,0.00069466,0.0001420583,0.000003731636,0.0002162209,0.005606854,0.000138923,0.0008969692,0.01435054,0.9778595,0.00001570325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03519477,0.004744011,0.01694755,0.1642986,0.01562711,0.0002233369,0.0002387251,0.002263023,0.760463],"genre_scores_gemma":[0.251379,0.003354003,0.01590725,0.02465973,0.0007930253,0.0001515498,0.0002138873,0.0008470298,0.7026945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03278991,"threshold_uncertainty_score":0.1096932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474419574861521,"score_gpt":0.2854632277255407,"score_spread":0.2707190319769255,"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."}}