{"id":"W3161542885","doi":"10.1215/00265667-8851562","title":"Degrees of Separation","year":2021,"lang":"en","type":"article","venue":"Minnesota Review","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Tracking (education); Higher education; Doctoral dissertation; Sociology; Class (philosophy); Relation (database); Political science; Public relations; Mathematics education; Pedagogy; Psychology; Law; Computer science; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00277702,0.0003210011,0.0004772526,0.002911733,0.001540463,0.002323283,0.0009514926,0.0007893231,0.01759296],"category_scores_gemma":[0.0152509,0.0001621956,0.0004115047,0.004780675,0.002623313,0.001951961,0.003653964,0.001703605,0.003281062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005979919,"about_ca_system_score_gemma":0.01166179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05082225,"about_ca_topic_score_gemma":0.06817442,"domain_scores_codex":[0.9953216,0.001182551,0.0003586321,0.0004705493,0.001745644,0.0009209885],"domain_scores_gemma":[0.9931317,0.001644554,0.001328651,0.0004338859,0.002085385,0.0013758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001333694,0.00004696463,0.0152962,0.003059081,0.0001048263,0.000151337,0.002666579,0.0002031165,0.0001806566,0.3619753,0.1205437,0.4956388],"study_design_scores_gemma":[0.00002451932,0.0000364283,0.0247082,0.001874256,0.00003206342,0.0003502689,0.001471232,0.00001586434,0.00007260368,0.01425057,0.9571494,0.00001450541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02532276,0.3531349,0.002566024,0.02704902,0.003839348,0.0001501598,0.004014071,0.0000691291,0.5838546],"genre_scores_gemma":[0.573817,0.3290638,0.001532742,0.01944664,0.002388249,0.0002547811,0.006474704,0.00006590805,0.06695622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05082225,"threshold_uncertainty_score":0.1010529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503083561657004,"score_gpt":0.3892596977841966,"score_spread":0.3442288621676266,"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."}}