{"id":"W7098736564","doi":"","title":"Information and communication technology related needs of college and university students with disabilities. Research in Learning","year":2012,"lang":"en","type":"article","venue":"","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Affect (linguistics); ICTS; Higher education; Institution; Information technology","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":[0.0004494766,0.00003284181,0.00006262524,0.0004414316,0.00004702884,0.000007055601,0.00008031511,0.00005811293,0.00001024065],"category_scores_gemma":[0.00003393099,0.00003004102,0.000002696562,0.000613178,0.0001576613,0.0003445738,0.0001224231,0.0002409031,0.000002086497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005318701,"about_ca_system_score_gemma":0.000006676572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006420216,"about_ca_topic_score_gemma":0.00002259701,"domain_scores_codex":[0.9996032,0.00005142716,0.00007536581,0.00001928233,0.0001128073,0.0001379001],"domain_scores_gemma":[0.9997187,0.0001080555,0.000007846747,0.00009317551,0.00004269382,0.0000295592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001381538,0.00001197089,0.9877501,0.00004806118,0.000009658173,9.429115e-8,0.004372168,0.00007725826,0.0001697535,0.00562296,0.00001536092,0.001908872],"study_design_scores_gemma":[0.002107318,0.0002220995,0.5858973,0.0001377813,0.000007223828,0.0000132152,0.4003946,0.004385155,0.001513327,0.0002535565,0.004903429,0.0001650053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919969,0.0002082771,0.000004696411,0.00007961359,0.000003482298,0.0001262438,0.000001055095,0.00003721744,0.007542456],"genre_scores_gemma":[0.9993545,0.0002895393,0.000124082,4.276855e-7,8.180226e-7,0.000001737922,0.000002960503,0.0000030077,0.0002229182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4018528,"threshold_uncertainty_score":0.1225037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958010063948367,"score_gpt":0.2785158626748208,"score_spread":0.2589357620353371,"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."}}