{"id":"W4224232120","doi":"10.29173/slw8444","title":"Personal Viewpoint Ethnography Utilizing GoPro™ Cameras to Capture Student Information Seeking in School Libraries","year":2022,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Museum and Library Services","keywords":"Think aloud protocol; Information seeking; School library; Ethnography; Protocol (science); Resource (disambiguation); Computer science; Feeling; Protocol analysis; Psychology; World Wide Web; Multimedia; Medical education; Pedagogy; Sociology; Library science; Human–computer interaction; Usability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009630919,0.0003419259,0.0004133971,0.0009780028,0.001990011,0.0004361128,0.0005783309,0.0001420357,0.003061991],"category_scores_gemma":[0.0006193662,0.0003546122,0.0001404883,0.001985467,0.00008501505,0.003999139,0.0007368444,0.00222636,0.0007900074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005581399,"about_ca_system_score_gemma":0.001444086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007119441,"about_ca_topic_score_gemma":0.0001734874,"domain_scores_codex":[0.9962841,0.0005528586,0.001032118,0.0004359164,0.0007777833,0.0009171882],"domain_scores_gemma":[0.9981947,0.0003933545,0.0003462853,0.0004212956,0.00009432948,0.0005500253],"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":[0.0004497746,0.0002157825,0.650058,0.0003448379,0.0000804321,0.00001231078,0.1301627,0.0007925898,0.00005930089,0.01470857,0.1958051,0.007310683],"study_design_scores_gemma":[0.0006720267,0.00009652757,0.1617519,0.0003618298,0.00001964034,0.000002961261,0.1791217,0.0001247926,0.00002440647,0.003515698,0.6537998,0.0005086574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.822749,0.004210179,0.0007176982,0.03162866,0.006314076,0.003635738,0.0002315652,0.001044059,0.129469],"genre_scores_gemma":[0.9650669,0.0000360422,0.002108901,0.02473843,0.0005226661,0.001438985,0.0003559908,0.00006716749,0.005664879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4883061,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501005543646771,"score_gpt":0.3339772531706242,"score_spread":0.2989671977341564,"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."}}