{"id":"W6922183066","doi":"10.11575/prism/34663","title":"Untitled: packager-5c05310d.zip","year":2018,"lang":"en","type":"other","venue":"Libraries and Cultural Resources (University of Calgary)","topic":"Education Methods and Technologies","field":"Social Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00278312,0.002981584,0.001942613,0.003908779,0.001110395,0.004818154,0.004061217,0.001964946,0.7286716],"category_scores_gemma":[0.01719238,0.002871406,0.002539377,0.004129844,0.000953341,0.004432713,0.003730256,0.002566118,0.708186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607056,"about_ca_system_score_gemma":0.002192762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035101,"about_ca_topic_score_gemma":0.01241394,"domain_scores_codex":[0.9981561,0.0002635211,0.0001444862,0.0005452323,0.0005583329,0.000332372],"domain_scores_gemma":[0.9929705,0.003354301,0.000313353,0.001397616,0.001521951,0.0004422827],"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":[0.000115453,0.00002880268,0.0005019003,0.0004382566,0.00003074497,0.00002195099,0.0001044291,0.0004798621,0.0001945192,0.001882402,0.9788006,0.01740113],"study_design_scores_gemma":[0.0002634599,0.00003186109,0.001682889,0.0002284626,0.00003120476,0.00004451557,0.00006626347,0.001989983,0.002098194,0.006361238,0.987129,0.00007304604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007420148,0.0001347049,0.02845008,0.0003347957,0.0002372599,0.0001990222,0.5347251,0.3895277,0.04564935],"genre_scores_gemma":[0.005877716,0.0001642147,0.02987608,0.0004378917,0.0001267783,0.000842855,0.4389678,0.4557192,0.06798742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2713284,"threshold_uncertainty_score":0.3870171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998380298883211,"score_gpt":0.2551723070722809,"score_spread":0.2351885040834488,"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."}}