{"id":"W7114775980","doi":"10.1108/dl-12-2010-0009","title":"La Red de Video Interactivo de la Universidad de Guadalajara, México","year":2010,"lang":"en","type":"article","venue":"Distance Learning","topic":"Technology in Education and Healthcare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linea; Population; Skin color","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":[0.0008840014,0.00005851304,0.00007357858,0.0000584529,0.0005150609,0.00005974972,0.0002240133,0.0002546882,0.000318915],"category_scores_gemma":[0.00116494,0.00006949872,0.00003129717,0.0001857277,0.0003351615,0.0001152391,0.00001541749,0.001080931,0.00002043277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937452,"about_ca_system_score_gemma":0.0005281213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207053,"about_ca_topic_score_gemma":0.004685566,"domain_scores_codex":[0.9989411,0.0004428529,0.00007728804,0.0001362188,0.00009306998,0.0003095146],"domain_scores_gemma":[0.9992989,0.0003649224,0.00007555111,0.000111704,0.00004332696,0.0001056147],"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":[0.00001677483,0.00004219093,0.6946489,0.00001244579,0.000007508858,0.00002060364,0.069042,0.00001895359,0.002997216,0.2092976,0.001288356,0.0226074],"study_design_scores_gemma":[0.0001113069,0.000008887702,0.148718,0.00002812875,0.000004535306,0.000006413293,0.07187524,0.00005307688,0.000207126,0.003265834,0.7756323,0.00008912195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727852,0.00004339299,0.001006131,0.00799121,0.0001715527,0.00004872746,8.591261e-7,0.0002066716,0.1177462],"genre_scores_gemma":[0.9928948,0.00005285388,0.001687633,0.0002616234,0.0001080827,0.000007637466,0.000001855865,0.000009134891,0.004976356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.774344,"threshold_uncertainty_score":0.4696168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008139911604975285,"score_gpt":0.3679648291803172,"score_spread":0.3598249175753419,"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."}}