{"id":"W7094647627","doi":"","title":"The Rush to Fit In","year":2018,"lang":"","type":"other","venue":"The Cupola: Scholarship at Gettysburg College (Gettysburg College)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Grit; Duration (music); Public life; Human life; Quarter (Canadian coin)","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":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.03689077,0.01195052,0.009745708,0.007560875,0.01782497,0.004195114,0.0304196,0.008026023,0.05703604],"category_scores_gemma":[0.009869344,0.009000567,0.004885236,0.02937543,0.009785492,0.002766988,0.01564297,0.0147281,0.3072941],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02006346,"about_ca_system_score_gemma":0.008032392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194258,"about_ca_topic_score_gemma":0.02530605,"domain_scores_codex":[0.931348,0.01664303,0.01120948,0.01143113,0.01300794,0.0163604],"domain_scores_gemma":[0.9487924,0.01148672,0.006975067,0.02295935,0.003585804,0.006200647],"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":[0.01355628,0.002094384,0.004995792,0.0005100303,0.003501976,0.002470403,0.002166621,0.0002641686,0.004627007,0.0175098,0.9464019,0.001901617],"study_design_scores_gemma":[0.01163097,0.001859319,0.007869281,0.005089844,0.002028916,0.001121526,0.002462147,0.0005821518,0.003312626,0.005987075,0.9476625,0.01039367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1658913,0.05089602,0.00007528857,0.04079396,0.0339205,0.06708854,0.0228896,0.003845385,0.6145994],"genre_scores_gemma":[0.1238975,0.002912808,0.0008303155,0.006002143,0.01122421,0.006582863,0.0002364299,0.01038354,0.8379302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2502581,"threshold_uncertainty_score":0.998471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213605902199623,"score_gpt":0.2946110108832006,"score_spread":0.2624749518612044,"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."}}