{"id":"W6998651649","doi":"","title":"Alumnus Shares a Powerful Story of Transformation With Summer Grads","year":2018,"lang":"en","type":"article","venue":"Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School)","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceremony; Graduation (instrument); Quarter (Canadian coin); Transformation (genetics); Work (physics)","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","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003763386,0.0007835038,0.0007147084,0.0007525568,0.003667222,0.0002950471,0.001760674,0.0002722629,0.0004663587],"category_scores_gemma":[0.002720276,0.0005907091,0.00041105,0.002042774,0.007567791,0.001886174,0.0002079807,0.001980799,0.001007272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009065525,"about_ca_system_score_gemma":0.004665418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004966589,"about_ca_topic_score_gemma":0.002428051,"domain_scores_codex":[0.9921233,0.001733196,0.00120387,0.000973732,0.002678513,0.001287386],"domain_scores_gemma":[0.9938498,0.0007105304,0.0007182109,0.0008544374,0.003121134,0.000745852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003714051,0.001117932,0.01237605,0.0002047693,0.0009949148,0.00006526613,0.02331433,0.0001611105,0.01638633,0.8480522,0.08489127,0.008721762],"study_design_scores_gemma":[0.006019218,0.00435509,0.2085325,0.002008845,0.0007064319,0.0004668033,0.01449576,0.0005591761,0.03203194,0.2365781,0.4899086,0.00433753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532177,0.0006026704,0.008263391,0.04004373,0.002371573,0.003731583,0.001420393,0.0007108363,0.08963808],"genre_scores_gemma":[0.9893899,0.0002722624,0.0038057,0.001841641,0.002077473,0.0001573796,0.0005313049,0.00008676993,0.001837561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6114741,"threshold_uncertainty_score":0.9997706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700008970404731,"score_gpt":0.3285412278270706,"score_spread":0.2915411381230233,"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."}}