{"id":"W7012872798","doi":"","title":"The Rush to Fit In","year":2018,"lang":"en","type":"article","venue":"The Cupola: Scholarship at Gettysburg College (Gettysburg College)","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006268919,0.0007242532,0.0008050317,0.0002413845,0.01831753,0.0005220368,0.003060595,0.0004714394,0.000792797],"category_scores_gemma":[0.001567539,0.0004588144,0.0004820745,0.003496816,0.002698868,0.0008028767,0.00176075,0.001176314,0.002053772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006402,"about_ca_system_score_gemma":0.0005607474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678333,"about_ca_topic_score_gemma":0.0604218,"domain_scores_codex":[0.991713,0.001886031,0.001107833,0.001028852,0.0018921,0.002372135],"domain_scores_gemma":[0.9954866,0.001573751,0.0003357877,0.001119783,0.0008558623,0.0006282593],"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":[0.002843817,0.0005059199,0.01538396,0.00004123722,0.0005269729,0.0003160092,0.1164306,0.00002784088,0.002272883,0.3952328,0.4599973,0.006420659],"study_design_scores_gemma":[0.0009976651,0.0003279388,0.02123688,0.0001381033,0.00006902216,0.00001647412,0.02782394,0.00002348239,0.0007443504,0.02140213,0.9262967,0.0009233488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7671872,0.001806083,0.000009398353,0.09355406,0.003852156,0.003147875,0.0001751245,0.000329652,0.1299385],"genre_scores_gemma":[0.8652205,0.000319576,0.0001018449,0.002867833,0.003157367,0.0004315552,0.000004391558,0.00007164046,0.1278253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662994,"threshold_uncertainty_score":0.9997864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643307943546495,"score_gpt":0.3517982830995451,"score_spread":0.3053652036640802,"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."}}