{"id":"W6959421644","doi":"10.11575/prism/34679","title":"Untitled: packager.zip","year":2018,"lang":"en","type":"other","venue":"Libraries and Cultural Resources (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004739691,0.0003546828,0.0005377214,0.0002348574,0.0002359059,0.0001060615,0.0005140519,0.000437395,0.04723133],"category_scores_gemma":[0.00001887268,0.0003270437,0.0001744243,0.0003117627,0.00159229,0.0003325811,0.0004429285,0.000189626,0.002651905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842378,"about_ca_system_score_gemma":0.00003195235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984759,"about_ca_topic_score_gemma":0.0004452857,"domain_scores_codex":[0.9986975,0.00007516538,0.000116476,0.0004510569,0.0003375159,0.0003222831],"domain_scores_gemma":[0.9990255,0.00002946334,0.0003336527,0.0003597456,0.00004733937,0.0002043358],"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":[0.0001136005,0.00002130581,0.0004268965,0.0001397224,0.0001726224,0.00003607972,0.001636957,2.396571e-8,0.00007138446,0.004907946,0.9905708,0.001902659],"study_design_scores_gemma":[0.0005385195,0.0001107436,0.0009205787,0.0002453549,0.0001459269,0.00000634715,0.002081132,0.00003648375,0.00002045072,0.0001881978,0.9952965,0.0004097186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008355897,0.002856441,0.00004752875,0.0001149773,0.00009380558,0.0002116229,0.00009313537,0.0003932645,0.9878333],"genre_scores_gemma":[0.0004494013,0.0004022764,0.002703326,0.00004285426,0.0001904369,1.796032e-7,0.000150365,0.0002603152,0.9958009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04457943,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009640931227659728,"score_gpt":0.1826433455593476,"score_spread":0.1730024143316878,"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."}}