{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001794335,0.0008787145,0.0007451575,0.00328623,0.004420084,0.006929638,0.001803604,0.002803817,0.8496115],"category_scores_gemma":[0.01725271,0.0005207728,0.0007295315,0.002589688,0.000905833,0.002871374,0.004559798,0.003816482,0.6900752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002339014,"about_ca_system_score_gemma":0.00301776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006675065,"about_ca_topic_score_gemma":0.01135816,"domain_scores_codex":[0.9976325,0.0003291752,0.000102681,0.000240664,0.00138283,0.0003121437],"domain_scores_gemma":[0.9932012,0.0009963061,0.0001662344,0.0008644973,0.00354776,0.001224087],"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":[0.00001890041,0.00002213362,0.0000803326,0.00004221117,0.000001123962,0.00005113698,0.00008493332,0.00001050411,0.0000779896,0.005692069,0.9661046,0.02781402],"study_design_scores_gemma":[0.00000346867,0.000004284743,0.000192959,0.000045799,0.000001167106,0.00004423474,0.0000998434,0.0000160952,0.00004314267,0.00124605,0.9982991,0.000003992669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004150602,0.0003252728,0.0006944851,0.0043579,0.01580299,0.0001302908,0.002180798,0.0006681342,0.9754252],"genre_scores_gemma":[0.001559197,0.0001762969,0.0002697428,0.0009167072,0.001032021,0.00005562207,0.0009270068,0.0003243044,0.9947391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8496115,"threshold_uncertainty_score":0.2145109,"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."}}