{"id":"W4415622340","doi":"10.15353/joci.v21i1.6054","title":"Exploring Digital Inclusion in Loíza, Puerto Rico: Evidence from the Project OCEBAL","year":2025,"lang":"","type":"article","venue":"The Journal of Community Informatics","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Digital literacy; Internet access; Digital divide; Digital inclusion; General partnership; Literacy; Equity (law); Sample (material)","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":[0.003369766,0.0003166373,0.0002819531,0.001041683,0.003285184,0.001806924,0.0008780864,0.0005451376,0.002825809],"category_scores_gemma":[0.007830538,0.0002406798,0.0001918026,0.001295806,0.00282622,0.001547046,0.005709801,0.0008112225,0.0002661892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539782,"about_ca_system_score_gemma":0.004563182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08715692,"about_ca_topic_score_gemma":0.1730723,"domain_scores_codex":[0.9984139,0.0009252277,0.00004583381,0.0001212243,0.0001890575,0.0003047513],"domain_scores_gemma":[0.9968195,0.001541908,0.0005984388,0.00030545,0.0004631758,0.0002715078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004635023,0.001058316,0.1427671,0.001566758,0.00008006863,0.001967228,0.6945984,0.0001009421,0.001841082,0.004244504,0.00338273,0.1479293],"study_design_scores_gemma":[0.00004288256,0.0002877738,0.1991443,0.0008569735,0.00006907454,0.0002021072,0.7680101,0.00009824063,0.0005955694,0.0006449624,0.03002935,0.00001870066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879048,0.0005924359,0.0001507228,0.0009438404,0.00001039462,0.0001674686,0.000109426,0.000004074933,0.01011682],"genre_scores_gemma":[0.9953371,0.001271822,0.0002690749,0.0004452469,0.000008038203,0.0003716893,0.0001185906,0.000004950531,0.002173349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08715692,"threshold_uncertainty_score":0.1732993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1984584275996078,"score_gpt":0.3603897014900447,"score_spread":0.1619312738904368,"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."}}