{"id":"W3138084314","doi":"","title":"Tacoma Community College Library: CCPA: McGill, R. & Muir, A. (Fall 2021): Evaluating sources","year":2019,"lang":"en","type":"article","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"CCPA; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004003331,0.001300459,0.0006250232,0.007136327,0.00322963,0.009853773,0.002284478,0.00262368,0.2590697],"category_scores_gemma":[0.01929812,0.0007605699,0.0004435835,0.01397832,0.001358877,0.006300593,0.002331807,0.001984068,0.1115552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008867009,"about_ca_system_score_gemma":0.02189731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3992891,"about_ca_topic_score_gemma":0.5590172,"domain_scores_codex":[0.9979165,0.000290396,0.0001864389,0.0001479207,0.001310242,0.0001485091],"domain_scores_gemma":[0.9778053,0.002363325,0.0009550135,0.0006700974,0.01635103,0.001855211],"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":[0.00002212513,0.0000152126,0.0007349629,0.0001095579,0.00000384802,0.00002098436,0.00007953429,0.00004176575,0.00003996898,0.0006171821,0.9271265,0.07118826],"study_design_scores_gemma":[0.00002080363,0.0000271778,0.008168291,0.001043139,0.00002895767,0.00006362973,0.0008490387,0.0002407389,0.0004510507,0.001725934,0.9873465,0.0000347439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005188247,0.0537377,0.005842266,0.2015499,0.01234313,0.000509391,0.06650083,0.007105038,0.6472235],"genre_scores_gemma":[0.0441421,0.0427033,0.01130319,0.007511507,0.00300929,0.0003904453,0.02928792,0.002339676,0.8593126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3992891,"threshold_uncertainty_score":0.8666743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673929421988069,"score_gpt":0.3321690461192199,"score_spread":0.2754297518993393,"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."}}