{"id":"W2252874070","doi":"10.5539/jel.v5n1p154","title":"Effects of Infographics on Students Achievement and Attitude towards Geography Lessons","year":2016,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infographic; Mathematics education; Class (philosophy); Scope (computer science); Teaching method; Test (biology); Natural (archaeology); Psychology; Geography; Pedagogy; Computer science; Mathematics; Statistics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008473392,0.0003989871,0.0004668476,0.000520524,0.0005030481,0.001162501,0.000367883,0.0004947206,0.008164469],"category_scores_gemma":[0.004772164,0.0001431242,0.0006123745,0.0003820026,0.0003889552,0.0003945707,0.0006692755,0.001124411,0.0007165499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424005,"about_ca_system_score_gemma":0.0004180566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161495,"about_ca_topic_score_gemma":0.002515108,"domain_scores_codex":[0.999136,0.0002648225,0.0000691775,0.0001212178,0.0002322746,0.0001765084],"domain_scores_gemma":[0.992234,0.002984587,0.00167243,0.0003402967,0.0004631993,0.002305564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01099328,0.08454053,0.6395516,0.0009699041,0.0006314101,0.0008156704,0.01678479,0.001634161,0.02162383,0.00110603,0.003995652,0.217353],"study_design_scores_gemma":[0.0001242609,0.01316826,0.9742301,0.0000848476,0.0002164546,0.00004740511,0.004571481,0.0008048438,0.003720797,0.0001995371,0.002791295,0.00004076704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984176,0.0000332264,0.00003025884,0.00005167337,0.00000951248,0.000009257584,0.0000319708,0.00001032957,0.001406053],"genre_scores_gemma":[0.9972717,0.0000707315,0.0001335048,0.00002512934,0.000008960315,0.00002399499,0.00008333191,0.000003867066,0.002378753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008164469,"threshold_uncertainty_score":0.02731287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008441423722953529,"score_gpt":0.2946649897921675,"score_spread":0.286223566069214,"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."}}