{"id":"W6921758866","doi":"10.7939/r3-n1f6-nc29","title":"Constellations: University of Alberta Student Journal Showcase - Poster","year":2024,"lang":"en","type":"other","venue":"University of Alberta Library","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Journal editor; Medical journal; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009077537,0.001100945,0.0004272851,0.001436769,0.005313631,0.007553105,0.001131207,0.002450898,0.7792287],"category_scores_gemma":[0.001243219,0.0005258582,0.0006374983,0.00154727,0.0007549429,0.001367397,0.002613886,0.002167039,0.4082558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003366793,"about_ca_system_score_gemma":0.00654639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09931301,"about_ca_topic_score_gemma":0.405538,"domain_scores_codex":[0.9995136,0.00002750621,0.00000796964,0.00005502262,0.000238796,0.0001570633],"domain_scores_gemma":[0.9975611,0.00008639331,0.00003188904,0.00008858371,0.0006154202,0.001616673],"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":[0.00006711932,0.00003922944,0.000112879,0.00002555195,0.000001606354,0.00009454714,0.00004411017,0.00005742411,0.0002483748,0.0007509249,0.9897351,0.008823002],"study_design_scores_gemma":[0.00001756201,0.00002158074,0.0011109,0.00003140276,0.000002903659,0.00004931842,0.0003037995,0.000120938,0.0001632424,0.000375424,0.9977933,0.00000959007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001947997,0.0005173588,0.0002675012,0.002888788,0.007083279,0.00009742229,0.002925293,0.001173266,0.983099],"genre_scores_gemma":[0.002676149,0.0001445795,0.0001509715,0.0001619526,0.0003718107,0.000009037693,0.0007239497,0.0002465937,0.995515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7792287,"threshold_uncertainty_score":0.3149034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311419430950186,"score_gpt":0.1764791623074797,"score_spread":0.1633649679979779,"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."}}