{"id":"W4234920952","doi":"10.7202/1073343ar","title":"Attachments","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000847865,0.00007930649,0.00009611931,0.00002212667,0.00003984895,0.00001978178,0.0001474042,0.0000224135,0.001539545],"category_scores_gemma":[0.000169119,0.00007769924,0.00005041649,0.0002716428,0.00001845749,0.00008820908,0.00007259331,0.00006011119,0.06891578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002731457,"about_ca_system_score_gemma":0.00001173831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001998247,"about_ca_topic_score_gemma":0.000002276588,"domain_scores_codex":[0.9992979,0.00003886107,0.000106391,0.0001842484,0.0001942325,0.0001784232],"domain_scores_gemma":[0.9996148,0.00002450393,0.00003330052,0.000143748,0.00002269274,0.0001609086],"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":[0.00007835499,0.00009730765,0.3263258,0.00004283602,0.0001304453,0.00005599075,0.002349551,0.00007693093,0.0825375,0.0006915335,0.5767174,0.01089637],"study_design_scores_gemma":[0.001240577,0.0001297479,0.08804027,0.00001736638,0.00009141532,0.000003913367,0.000267464,0.004074179,0.02092303,0.0003652519,0.8843114,0.0005353382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978022,0.0002365625,0.0007119703,0.007640909,0.0001565894,0.0002752334,0.00009241539,0.001178298,0.0919058],"genre_scores_gemma":[0.9956407,0.000002214548,0.0009491969,0.002984959,0.0001298821,0.000009241925,0.000009400525,0.00004035617,0.0002340284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3075941,"threshold_uncertainty_score":0.9993732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08025102303310186,"score_gpt":0.2844466623534789,"score_spread":0.2041956393203771,"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."}}