{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035203,0.000016363,0.00002634487,0.00001459451,0.0002029299,0.00002011297,0.00002522353,0.00004119552,0.0006971427],"category_scores_gemma":[0.00009123351,0.00001657846,0.000004652166,0.0001020117,0.0001113338,0.00004285143,0.000008350364,0.00002939665,0.00001495763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008995102,"about_ca_system_score_gemma":0.00009824122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005144028,"about_ca_topic_score_gemma":0.002236675,"domain_scores_codex":[0.9997696,0.00001993111,0.00003453555,0.00006661304,0.00004675247,0.00006262355],"domain_scores_gemma":[0.9998391,0.00002876513,0.000007515066,0.00004706259,0.00005412831,0.00002343137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[1.290093e-7,0.000008012764,0.01327483,6.195697e-7,0.000002502851,6.119769e-7,0.001723316,4.1583e-8,0.00007801451,0.9801458,0.003115425,0.001650685],"study_design_scores_gemma":[0.0001149291,0.00001214604,0.0280093,0.000002851533,0.000008911743,0.00001554432,0.1143587,0.000005235313,0.003375218,0.515485,0.338521,0.00009110836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2406182,0.000171349,0.001693337,0.01354273,0.0004570961,0.00004367355,2.654041e-7,0.0001177675,0.7433556],"genre_scores_gemma":[0.9878917,0.00009040652,0.0003331674,0.0003248972,0.00003579597,0.000002732506,9.827286e-7,8.712532e-7,0.01131938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7472736,"threshold_uncertainty_score":0.7633224,"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."}}