{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009785548,0.000127973,0.0002379929,0.0001189669,0.0004115108,0.00008280338,0.0003775105,0.0003555091,0.01605854],"category_scores_gemma":[0.00007541347,0.0001173895,0.00007656468,0.0002273322,0.001914956,0.000173082,0.0001573278,0.0001122168,0.00008098446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177759,"about_ca_system_score_gemma":0.00005549701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00628964,"about_ca_topic_score_gemma":0.00136751,"domain_scores_codex":[0.9992418,0.00009605411,0.00006628157,0.0002164181,0.0001940622,0.0001853741],"domain_scores_gemma":[0.9994839,0.00005452969,0.0001664834,0.0001687066,0.00003807194,0.0000883118],"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":[0.00001060276,0.0000134702,0.0006676069,0.00004795761,0.00004483007,0.000003872132,0.009846737,4.020822e-9,0.000005976814,0.1338119,0.8336066,0.02194043],"study_design_scores_gemma":[0.00009273913,0.000033366,0.0003207692,0.00007194088,0.00003098271,2.974209e-7,0.03112377,0.000001684526,0.000006949963,0.002072741,0.9660953,0.000149498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004447925,0.002009947,0.0001532401,0.001472592,0.0001524405,0.0001245965,0.000007214345,0.0002577589,0.9913743],"genre_scores_gemma":[0.0003474939,0.002406564,0.01632589,0.00004798378,0.0001755529,2.321074e-7,0.00001248461,0.00003219914,0.9806516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1324887,"threshold_uncertainty_score":0.9848409,"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."}}