{"id":"W1555660259","doi":"10.19173/irrodl.v14i5.1609","title":"Reviews and practice of college students regarding access to scientific knowledge: A case study in two Spanish universities","year":2013,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Context (archaeology); Descriptive statistics; Test (biology); Psychology; Mathematics education; Process (computing); Medical education; Selection (genetic algorithm); Wilcoxon signed-rank test; Access to information; Computer science; Information access; Pedagogy; Library science; Political science; Curriculum; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0166947,0.00008913796,0.0002946405,0.0003403275,0.0002121653,0.0008108452,0.002239224,0.00001180661,0.00002215648],"category_scores_gemma":[0.003315536,0.00006667479,0.0000232536,0.001424638,0.000160725,0.0009969759,0.00576889,0.0003585497,0.00001352174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393017,"about_ca_system_score_gemma":0.0001254103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289622,"about_ca_topic_score_gemma":0.0004684118,"domain_scores_codex":[0.9964373,0.002011855,0.0004260738,0.0003449417,0.000582422,0.0001973706],"domain_scores_gemma":[0.9973525,0.001396516,0.0001865823,0.000307237,0.0006836595,0.00007354749],"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":[0.0003417841,0.004413486,0.4456086,0.01039547,0.0004141445,0.002040796,0.03518776,0.0006378815,0.0001175305,0.06827764,0.04433018,0.3882347],"study_design_scores_gemma":[0.007366253,0.001280572,0.05593677,0.06244832,0.00008817507,0.0006808671,0.3810258,0.01880422,0.00006258378,0.001291031,0.470212,0.000803388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218171,0.02573279,0.001460193,0.0131133,0.0002845557,0.007093539,0.00001300239,0.00002003908,0.03046543],"genre_scores_gemma":[0.9936531,0.004733198,0.0004606794,0.0000597787,0.00001080836,0.0001007956,0.000003762812,0.00000394935,0.0009739932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4258818,"threshold_uncertainty_score":0.7818999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441020005332296,"score_gpt":0.5104051608332734,"score_spread":0.3663031603000437,"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."}}