{"id":"W1986651561","doi":"10.1177/0092055x0503300309","title":"Introducing Multimedia Presentations and a Course Website to an Introductory Sociology Course: How Technology Affects Student Perceptions of Teaching Effectiveness","year":2005,"lang":"en","type":"article","venue":"Teaching Sociology","topic":"Innovative Teaching Methodologies in Social Sciences","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Blackboard (design pattern); Grading (engineering); Psychology; Perception; Teaching method; Course evaluation; Mathematics education; Presentation (obstetrics); Higher education; Pedagogy; Computer science; Medicine","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01913796,0.0003407803,0.0007940859,0.000510759,0.003091502,0.0000682872,0.001020231,0.0006275537,0.0000555278],"category_scores_gemma":[0.0101076,0.0003379728,0.0001051391,0.0004093153,0.007233184,0.000576292,0.0004366073,0.001966209,0.00001411448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615966,"about_ca_system_score_gemma":0.0004008717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006112579,"about_ca_topic_score_gemma":0.0006822533,"domain_scores_codex":[0.9833505,0.01380717,0.0004158377,0.0009889458,0.0004564367,0.0009810787],"domain_scores_gemma":[0.9941221,0.00451102,0.0004017402,0.0005072874,0.0002515779,0.0002062579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003118948,0.0004404611,0.2593837,0.0000227804,0.0001398067,0.000002629663,0.4189371,0.0003350135,0.03318103,0.235004,0.001070964,0.05145137],"study_design_scores_gemma":[0.001008402,0.0009345542,0.5890635,0.00006564636,0.0001889237,0.00001216452,0.38476,0.0002292586,0.0002493232,0.01541301,0.007260908,0.0008143584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508046,0.0002890196,0.01634381,0.02853087,0.001123852,0.0009335611,0.00001461654,0.0004316332,0.001528063],"genre_scores_gemma":[0.9218907,0.00002707544,0.07560242,0.0003592725,0.001730096,0.0001294074,0.00001460677,0.00003191779,0.0002145474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296798,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800280395073414,"score_gpt":0.4473240540693729,"score_spread":0.4093212501186388,"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."}}