{"id":"W4411657444","doi":"10.51847/wprrixh","title":"10.51847/WPrRiXH","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Personal development; Social anxiety; Anxiety; Social skills; Personal computer; Applied psychology; Developmental psychology; Medical education; Computer science; Medicine; Psychotherapist; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001531525,0.00004055628,0.0000481968,0.00004203695,0.0001959045,0.00002009341,0.0001735761,0.00006877611,0.9918897],"category_scores_gemma":[0.00004395779,0.00004315348,0.00001887671,0.0002068104,0.0000650906,0.00005071621,0.000008803394,0.00004837113,0.974648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003414809,"about_ca_system_score_gemma":0.0000553566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002246915,"about_ca_topic_score_gemma":0.000004045089,"domain_scores_codex":[0.9995267,0.00003148061,0.00005877787,0.0001051638,0.000104683,0.000173177],"domain_scores_gemma":[0.9997557,0.00001912675,0.000009185956,0.0001264556,0.00002383285,0.00006568601],"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":[0.000002834248,0.00002561741,0.000002722404,3.963272e-7,0.000003195862,3.790869e-7,0.0006536689,0.000002246107,0.000007554595,0.00009957745,0.04183071,0.9573711],"study_design_scores_gemma":[0.00003265346,0.00001918601,0.0001668342,0.000001430101,0.000004004823,4.778003e-7,0.00007031247,0.000002057258,0.00001064924,0.0001448785,0.9994914,0.00005609465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005353014,0.00002187691,3.773802e-7,0.003390423,0.000006971432,0.00009022116,0.000001171328,0.0001773862,0.9909586],"genre_scores_gemma":[0.02121281,6.248346e-7,0.00009430302,0.00006775218,0.0001162986,0.00001231997,0.00000232591,0.000004412335,0.9784892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9576607,"threshold_uncertainty_score":0.1759748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109061580681922,"score_gpt":0.2443309160411666,"score_spread":0.2334247579729744,"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."}}