{"id":"W6923347877","doi":"10.14288/1.0366324","title":"Cigar box","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Black box; Data collection; Quality (philosophy)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003190548,0.00007468899,0.0001257458,0.0001070899,0.002760237,0.0008949891,0.00059084,0.0002588294,0.1143099],"category_scores_gemma":[0.0003647196,0.00007451181,0.00003415142,0.0009856333,0.0002874583,0.00004141061,0.0001099897,0.0000886878,0.0005115097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007196304,"about_ca_system_score_gemma":0.0005103633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1035999,"about_ca_topic_score_gemma":0.1127731,"domain_scores_codex":[0.9993619,0.0001198524,0.00007434667,0.0001845661,0.0001106643,0.0001487243],"domain_scores_gemma":[0.9995118,0.00005684714,0.00008549476,0.0002517132,0.00005043401,0.00004368685],"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":[3.920022e-7,0.00002139041,0.000004697652,0.000001233944,0.0000160127,1.71137e-7,0.0001675125,6.739468e-9,1.514999e-7,0.005685448,0.992686,0.001417008],"study_design_scores_gemma":[0.00004008448,0.00001129959,0.000001493853,0.00002466784,0.00001145071,2.349722e-7,0.002590272,9.972459e-8,0.000006453479,0.008856597,0.9883603,0.00009704386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.464585e-8,0.00007642584,0.0002135391,0.001145241,0.002140633,0.0004585846,0.00001534009,0.0003330504,0.9956171],"genre_scores_gemma":[8.214078e-7,0.000367883,0.02045448,0.00007612825,0.0006292292,0.000143667,0.000003114354,0.00007320145,0.9782515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1137984,"threshold_uncertainty_score":0.998538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480006158382937,"score_gpt":0.4218871678668381,"score_spread":0.3570871062830088,"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."}}