{"id":"W2238057032","doi":"10.37119/ojs2015.v21i2.230","title":"Possibilities for Students At-Risk: Schools as Sites for Personal Transformation","year":2015,"lang":"en","type":"article","venue":"in education","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Psychological resilience; Metaphor; Sociology; Equity (law); Resilience (materials science); Psychology; Pedagogy; Mathematics education; Transformation (genetics); Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004130586,0.00005768886,0.00007068856,0.00007158196,0.00006655533,0.0000204746,0.00007309273,0.00005267834,0.00004742702],"category_scores_gemma":[0.00007640661,0.00005533867,0.00003055376,0.00005818554,0.00001462299,0.0001942217,0.000003910743,0.00004705972,0.0001144171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174792,"about_ca_system_score_gemma":0.0002474191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005385312,"about_ca_topic_score_gemma":0.0001996769,"domain_scores_codex":[0.9993546,0.00003940462,0.0001843895,0.0001411776,0.0001169013,0.0001635394],"domain_scores_gemma":[0.9996585,0.00006661048,0.00005974407,0.00006813555,0.00007422704,0.00007281334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0011277,0.001286347,0.4964685,0.0001492696,0.00001646208,9.736535e-8,0.3270819,0.000003586645,0.0002465541,0.00212565,0.04991256,0.1215814],"study_design_scores_gemma":[0.004759104,0.001739561,0.5054605,0.00009125608,0.00003521996,0.00001392606,0.4278726,0.0002889548,0.001341992,0.02969324,0.02838627,0.0003173864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954286,0.0003906682,0.0001307506,0.0005311778,0.001048908,0.001206029,0.00002787067,0.00001272736,0.0012233],"genre_scores_gemma":[0.9930475,0.00001650289,0.0002566544,0.000245946,0.0001625436,0.0009027067,0.0001700705,0.000007141326,0.005190905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121264,"threshold_uncertainty_score":0.2256645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05780020005396601,"score_gpt":0.4889480626699714,"score_spread":0.4311478626160054,"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."}}