{"id":"W2004787717","doi":"10.1300/j111v45n03_08","title":"WISPR (Workshop on the Information Search Process for Research) in the Library","year":2006,"lang":"en","type":"article","venue":"Journal of Library Administration","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Information literacy; Premise; Syllabus; Variety (cybernetics); Process (computing); Computer science; Library instruction; Foundation (evidence); Mathematics education; Blended learning; Pedagogy; World Wide Web; Sociology; Psychology; Educational technology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002847295,0.00006948538,0.00008475685,0.0002925899,0.0006349271,0.001367674,0.0007970587,0.00007335228,0.0001775323],"category_scores_gemma":[0.0001864364,0.00003803176,0.00006781603,0.001163311,0.0002054288,0.05293189,0.00001917234,0.0003886926,0.00001999667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001518265,"about_ca_system_score_gemma":0.001095083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000541896,"about_ca_topic_score_gemma":0.000002197062,"domain_scores_codex":[0.9976562,0.0004947325,0.000582163,0.0000609942,0.0009524054,0.0002534871],"domain_scores_gemma":[0.9981956,0.001238261,0.0002794529,0.0001291974,0.000100302,0.00005715839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002978181,0.0001215794,0.001981442,0.00003106055,0.00000375627,0.000004399159,0.01999475,0.0002809386,0.000004865697,0.8461714,0.1263918,0.004716125],"study_design_scores_gemma":[0.0003671689,0.0005106685,0.009855215,0.0001386855,0.000003100679,0.00001217948,0.0492286,0.0005341904,0.001048067,0.07268827,0.8655009,0.0001129568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4746754,0.00006507585,0.0001348589,0.3573038,0.0002855427,0.0009317138,0.00001958911,0.00003091706,0.1665531],"genre_scores_gemma":[0.9931245,0.00006311611,0.0001908716,0.004781258,0.0008768089,0.00001795816,0.00004453573,0.000004834318,0.0008960923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7734832,"threshold_uncertainty_score":0.999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123950914710601,"score_gpt":0.4088860298051895,"score_spread":0.2964909383341293,"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."}}