{"id":"W3134477028","doi":"10.1145/3408877.3432548","title":"Confidence, Connection, and Comfort","year":2021,"lang":"en","type":"article","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Bachelor; Feeling; Class (philosophy); Quarter (Canadian coin); Inclusion (mineral); Psychology; Mathematics education; Drop out; Medical education; Social psychology; Medicine; Computer science; Political science","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":[0.002105022,0.0003147964,0.000430372,0.001524611,0.001893019,0.006834786,0.00082802,0.001198067,0.008044165],"category_scores_gemma":[0.01473659,0.0002421368,0.0004827039,0.0007879471,0.003214479,0.002111702,0.004572021,0.002510453,0.0008847438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009140831,"about_ca_system_score_gemma":0.0007222305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252452,"about_ca_topic_score_gemma":0.002364666,"domain_scores_codex":[0.9967111,0.00103471,0.0001742286,0.0003390454,0.001109265,0.0006315979],"domain_scores_gemma":[0.9901607,0.002576279,0.001680207,0.0006630266,0.0009100589,0.004009687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003618601,0.002211124,0.6937433,0.0003252795,0.0004478653,0.001232189,0.08262048,0.000702354,0.003979566,0.01505657,0.01400573,0.1853136],"study_design_scores_gemma":[0.0000610678,0.0008217763,0.8294489,0.0002721419,0.0001436321,0.001696235,0.1122237,0.001648474,0.0009253866,0.0121363,0.0403964,0.000226057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9407144,0.0008274856,0.001429767,0.002941807,0.0001586442,0.00005654401,0.0001729816,0.00005983115,0.05363851],"genre_scores_gemma":[0.9977782,0.0002018712,0.0002143335,0.0002816925,0.00002297962,0.00002217588,0.00004660304,0.000008672777,0.00142344],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008044165,"threshold_uncertainty_score":0.02691036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387103880952319,"score_gpt":0.332108638688037,"score_spread":0.3082375998785138,"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."}}