{"id":"W1259098541","doi":"10.29173/slw6832","title":"Digital Image Tagging: A Case Study with Seventh Grade Students","year":2001,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual literacy; Meaning (existential); Context (archaeology); Computer science; Identification (biology); Exploratory research; Mathematics education; Representation (politics); Psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00319744,0.0008040541,0.0007371574,0.002335442,0.00771987,0.004299333,0.001964617,0.003439418,0.002556594],"category_scores_gemma":[0.007760389,0.0007024435,0.0007515863,0.002035409,0.003590655,0.003047981,0.003507255,0.002375872,0.001208892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294697,"about_ca_system_score_gemma":0.001502824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007225174,"about_ca_topic_score_gemma":0.02054538,"domain_scores_codex":[0.9975523,0.001081562,0.0001535594,0.000265776,0.0003630701,0.0005838022],"domain_scores_gemma":[0.9945104,0.002767529,0.0005214564,0.0004572019,0.0006886127,0.00105488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001405906,0.003850133,0.07289504,0.0002441979,0.0000188342,0.02744645,0.8360916,0.0001711458,0.004454133,0.002034959,0.00134474,0.05130808],"study_design_scores_gemma":[0.00002786903,0.001130683,0.02326854,0.0001219663,0.00003916978,0.01540081,0.9310887,0.000947788,0.006908061,0.0007368099,0.02025211,0.00007750906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963617,0.00005767823,0.0009171666,0.0002959177,0.000009252468,0.0001033348,0.00002405302,0.0000224609,0.002208542],"genre_scores_gemma":[0.9915615,0.0002303541,0.003288931,0.0002239794,0.00001105885,0.00008870658,0.00003956496,0.00003342751,0.004522429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00771987,"threshold_uncertainty_score":0.0169099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015638689777134,"score_gpt":0.2955346698989899,"score_spread":0.2798959801218559,"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."}}