{"id":"W1495363904","doi":"","title":"2.4. Simon Fraser University (SFU)(Investigative Research Report on Distance Higher Education and Case Study in Canada)","year":2004,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Distance education; Geography; Mathematics education; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006303136,0.0001170186,0.0001226569,0.000108191,0.00140198,0.00008064572,0.0001550534,0.00004700918,0.00002799391],"category_scores_gemma":[0.0003610715,0.0001255757,0.000012802,0.00074672,0.0005357065,0.0006467777,0.0000721339,0.0002746196,0.000006365755],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00507643,"about_ca_system_score_gemma":0.02582068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9652861,"about_ca_topic_score_gemma":0.9834135,"domain_scores_codex":[0.9977115,0.0002147827,0.0002453861,0.0004479883,0.001114441,0.0002659477],"domain_scores_gemma":[0.99884,0.000157531,0.0001075036,0.0002844194,0.0003856008,0.0002249135],"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":[0.00007124859,0.0008838436,0.6889655,0.00001968896,0.00002781087,0.01868775,0.008051303,0.0001850908,0.00001551527,0.2752591,0.007536178,0.0002969912],"study_design_scores_gemma":[0.0006798806,0.00005645926,0.4038963,0.0002277673,0.00001131149,0.00006576481,0.07138904,6.722212e-7,0.0002238162,0.001407715,0.5217509,0.0002904104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848704,0.0001030996,0.00001680713,0.002496056,0.001807758,0.0004058505,0.00005504218,0.00001892527,0.01022608],"genre_scores_gemma":[0.9962536,0.00002753832,0.0003769783,0.0001399956,0.0003629681,0.00002686201,0.00005369147,0.000005276397,0.00275316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5142147,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123290743427968,"score_gpt":0.3498398873353253,"score_spread":0.2986069799010457,"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."}}