{"id":"W2246665839","doi":"","title":"A New Baseline for Faculty Knowledge of Educational Technologies","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Baseline (sea); Computer science; Knowledge management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001751132,0.0002515593,0.0003657939,0.0002978129,0.0005066792,0.0000993071,0.0003181415,0.0001928807,0.001093465],"category_scores_gemma":[0.001140214,0.0002646568,0.00005322045,0.001120796,0.0002529105,0.0002407983,0.00005409192,0.0006824931,0.00003279588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773918,"about_ca_system_score_gemma":0.001328134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195977,"about_ca_topic_score_gemma":0.002452431,"domain_scores_codex":[0.9972351,0.0007475677,0.0005531042,0.0005471763,0.0004676713,0.0004493932],"domain_scores_gemma":[0.9975649,0.0007544885,0.0008760827,0.0002449441,0.0004132677,0.0001463613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005615883,0.0003596029,0.06221417,0.0001123512,0.00001336466,1.388948e-7,0.004244684,0.000005160259,0.0001088069,0.7498408,0.01105703,0.1719877],"study_design_scores_gemma":[0.001252576,0.0006342173,0.1631004,0.0008845254,0.00003136274,0.000001404019,0.01550377,0.0004438995,0.0002669563,0.09706996,0.7199918,0.0008190831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09400762,0.003962881,0.002897203,0.3733225,0.005264443,0.003808849,0.0001236537,0.0006429444,0.5159699],"genre_scores_gemma":[0.8088886,0.0003185648,0.01197261,0.0002752139,0.0003242257,0.0001396245,0.0000410137,0.00002567743,0.1780144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.714881,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1840260733304895,"score_gpt":0.4024200585313493,"score_spread":0.2183939852008598,"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."}}