{"id":"W2028040158","doi":"10.1080/01930821003667054","title":"The Embedded Science Librarian: Partner in Curriculum Design and Delivery","year":2010,"lang":"en","type":"article","venue":"Journal of Library Administration","topic":"Web and Library Services","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Curriculum; Sociology; Engineering management; Computer science; Engineering ethics; Library science; Knowledge management; Psychology; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000693708,0.00009360973,0.0001094993,0.0001644108,0.0002151716,0.001420638,0.001100742,0.00005038174,0.00001596611],"category_scores_gemma":[0.0000378914,0.00006023908,0.00003287698,0.0006239379,0.0001551026,0.01557257,0.0001492282,0.0003118585,0.000002888277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002815121,"about_ca_system_score_gemma":0.0008998461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.49089e-7,"about_ca_topic_score_gemma":0.000002214519,"domain_scores_codex":[0.9988499,0.0001048626,0.0003900425,0.000163879,0.0003023488,0.0001890029],"domain_scores_gemma":[0.9990711,0.0002197112,0.0002818266,0.0002371345,0.00003922657,0.0001509802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000305693,0.0005478938,0.0638866,0.00004340366,0.00003454756,0.0005125141,0.002339377,0.0002333078,0.0323173,0.8372197,0.008047475,0.0545122],"study_design_scores_gemma":[0.002705602,0.003322353,0.3673421,0.0002328598,0.00003034724,0.002536139,0.001067394,0.2786242,0.170742,0.09525346,0.07706303,0.001080551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834477,0.0002743356,0.004390791,0.008942245,0.0007964206,0.0001300063,4.058274e-7,0.00003430444,0.001983792],"genre_scores_gemma":[0.9481527,0.0000781011,0.0511237,0.0003343322,0.0001894952,0.000001807969,4.134024e-7,0.00000495223,0.0001145274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7419662,"threshold_uncertainty_score":0.999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059075456539782,"score_gpt":0.2339629782732497,"score_spread":0.2233722237078519,"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."}}