{"id":"W2290159072","doi":"10.4018/978-1-59140-732-4.ch018","title":"Experimental Research and the Internet","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Audio visual; The Internet; Experimental research; Learning theory; Coding (social sciences); Cognitive science; Focus (optics); Computer science; Dual (grammatical number); Psychology; Multimedia; Cognitive psychology; Mathematics education; World Wide Web; Art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003075628,0.0002499559,0.0002772478,0.00004749892,0.0001206537,0.00007113356,0.000331452,0.000292728,0.001681726],"category_scores_gemma":[0.00001862959,0.0001687089,0.00008053538,0.00001169097,0.001194016,0.00001504369,0.0003260965,0.0006499903,0.001937992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004116893,"about_ca_system_score_gemma":0.00003927719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000404511,"about_ca_topic_score_gemma":0.00002376871,"domain_scores_codex":[0.998658,0.0001001338,0.0001941387,0.0004619989,0.000269238,0.0003164669],"domain_scores_gemma":[0.9992968,0.0001126967,0.00008825257,0.0002645857,0.0001510512,0.00008658832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006747231,0.00002111361,0.00001690765,0.00001089257,0.0001377246,0.00005243161,0.001954466,1.000066e-9,0.000002494596,0.9825362,0.006629708,0.007963316],"study_design_scores_gemma":[0.001393362,0.0006700602,0.00008604995,0.000173191,0.00003972854,0.0001348517,0.0005657547,2.216622e-7,0.0001738335,0.8025103,0.193952,0.0003005984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001452276,0.00423039,0.00001222215,0.00005598379,0.000364522,0.0003083216,0.00002079893,0.00005928706,0.9934962],"genre_scores_gemma":[0.5217305,0.000002371554,0.000003329645,0.0002389714,0.0001575372,0.00004132664,0.000001149706,0.00002036254,0.4778045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5202782,"threshold_uncertainty_score":0.9992309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195950656898148,"score_gpt":0.399345486312472,"score_spread":0.2797504206226572,"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."}}