{"id":"W90599212","doi":"10.1300/j192v02n03_06","title":"How Are Teacher-Librarians Finding Resources for Coursework?","year":2006,"lang":"en","type":"article","venue":"Journal of Library & Information Services in Distance Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Coursework; Distance education; World Wide Web; Computer science; Process (computing); Educational resources; Library science; Psychology; Mathematics education; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000866305,0.0001331612,0.0002624011,0.0003442559,0.0004707366,0.001106877,0.0004484267,0.0001473325,0.00007421101],"category_scores_gemma":[0.000127636,0.0001253724,0.0001272737,0.0005834805,0.00005995168,0.01534506,0.00003817732,0.000622411,0.000004406803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006062545,"about_ca_system_score_gemma":0.000196528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002622068,"about_ca_topic_score_gemma":0.0001223031,"domain_scores_codex":[0.998242,0.0002059906,0.0006472185,0.00008792649,0.0004774979,0.0003393609],"domain_scores_gemma":[0.9979399,0.0002427177,0.001548108,0.0000831927,0.000107831,0.00007824439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003845471,0.0001191685,0.8430812,0.0005158103,0.00004833011,0.00002183823,0.04334914,0.02982106,0.00003202783,0.02421109,0.004833903,0.05358187],"study_design_scores_gemma":[0.0005169359,0.00004733138,0.01579859,0.0004062793,0.00001100658,0.000002922098,0.1006198,0.001183307,0.00002006012,0.001293598,0.8799556,0.0001445897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366953,0.001084582,0.005343112,0.02114398,0.0004575585,0.0002824507,0.00001219834,0.0001439317,0.03483685],"genre_scores_gemma":[0.9879534,0.0001202454,0.007360331,0.0002845186,0.001274631,0.000005679995,0.00003332992,0.00001841667,0.002949511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8751217,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008454515261817902,"score_gpt":0.2599111762271624,"score_spread":0.2514566609653445,"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."}}