{"id":"W7097019336","doi":"","title":"TITLE: HOMELESS BOUND: A SEARCH FOR DIGITAL LITERACY WITHIN THE REALM OF SOCIAL MEDIA","year":2012,"lang":"en","type":"article","venue":"","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Realm; Social media; Digital literacy; Literacy; Digital media; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006089968,0.00002136683,0.00004178045,0.00001543059,0.0002025402,0.00004730727,0.0001604746,0.00002721147,0.0003646609],"category_scores_gemma":[0.0001770723,0.00001463124,0.00002039963,0.00008896091,0.0001287638,0.0001745658,0.00001360578,0.00003473814,0.00005083992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000196079,"about_ca_system_score_gemma":0.0001479866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002323925,"about_ca_topic_score_gemma":0.0002801978,"domain_scores_codex":[0.9996189,0.000047759,0.00007225317,0.00002971688,0.0001329244,0.00009842278],"domain_scores_gemma":[0.9994182,0.0003428512,0.00003045254,0.0000904562,0.00008450547,0.00003355409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004715956,0.00006339067,0.002939264,0.00001162008,0.000007040057,4.542004e-9,0.6893126,3.207239e-8,0.00000936673,0.2392003,0.03188499,0.0365667],"study_design_scores_gemma":[0.0002806025,0.00002057968,0.02588737,0.00001910818,0.00002338402,3.898209e-7,0.2641777,0.00006870308,0.000460934,0.0192865,0.6895722,0.0002026205],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.413244,0.0002913812,0.0002830039,0.003656944,0.001142407,0.0002529588,0.00001591732,0.00003177275,0.5810816],"genre_scores_gemma":[0.9951129,0.00002377379,0.0001992412,0.00003053543,0.0006522068,0.0000105037,0.00001809193,0.000002883025,0.003949874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6576872,"threshold_uncertainty_score":0.3992781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06809116327856404,"score_gpt":0.3939821388008681,"score_spread":0.3258909755223041,"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."}}