{"id":"W3116656405","doi":"10.21083/partnership.v15i2.5835","title":"Student Work in VCC Libraries: From Mannequins in the Library to a Car on the Third Floor","year":2020,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College","funders":"","keywords":"Outreach; Work (physics); Studio; General partnership; Downtown; Redevelopment; Library science; Engineering; Computer science; Visual arts; Business; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231482,0.00008053584,0.0001141741,0.0002515421,0.0007954994,0.0007204644,0.0004712399,0.00008221505,0.0001576908],"category_scores_gemma":[0.001410015,0.0000398683,0.00002161421,0.0008876367,0.0001138475,0.01049057,0.00006760064,0.001606493,0.0001075264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392825,"about_ca_system_score_gemma":0.001514705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000644996,"about_ca_topic_score_gemma":0.0002475182,"domain_scores_codex":[0.9971875,0.001603485,0.0004541364,0.00007537276,0.0003554534,0.0003240698],"domain_scores_gemma":[0.9949239,0.004327396,0.0001653972,0.0001474533,0.00004378201,0.0003920089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001198733,0.00004081862,0.03955999,0.00007030329,0.00003511415,0.00003508226,0.5722467,0.0001266091,5.923492e-7,0.07942931,0.3031699,0.004086826],"study_design_scores_gemma":[0.0002082462,0.0001744991,0.04291394,0.0002036118,0.000004790311,0.000002844575,0.1891896,0.0000298625,0.000005300245,0.001090541,0.7661251,0.0000516687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4065314,0.0005136305,0.000001547833,0.5270749,0.0001072661,0.0003969932,0.000008077659,0.000004516428,0.06536165],"genre_scores_gemma":[0.9314389,0.0004131607,0.00003969412,0.06728628,0.000374023,0.00002939692,0.00001124789,0.000007169545,0.0004001533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5249075,"threshold_uncertainty_score":0.7605407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758245511224517,"score_gpt":0.4203231453292499,"score_spread":0.2444985942067982,"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."}}