{"id":"W4416419305","doi":"10.5430/jct.v14n4p343","title":"Effect of Instructional Designs on Learners’ Interest in Environmental Education Content of Junior Secondary School Basic Science and Technology","year":2025,"lang":"","type":"article","venue":"Journal of Curriculum and Teaching","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Simple random sample; Nonprobability sampling; Null hypothesis; Research design; Reliability (semiconductor); Test (biology); Internal consistency; Consistency (knowledge bases); Data collection; Sampling (signal processing)","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":[0.003157302,0.0004154892,0.0004840232,0.0004987119,0.000414344,0.001150341,0.0005320043,0.0005048083,0.002111032],"category_scores_gemma":[0.01527958,0.000296092,0.000567299,0.000340722,0.0003210023,0.0005624927,0.0006849843,0.0006771632,0.0001888821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003436,"about_ca_system_score_gemma":0.001159464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007258391,"about_ca_topic_score_gemma":0.001616431,"domain_scores_codex":[0.9977382,0.001090895,0.0002596853,0.0001843769,0.0005162371,0.0002106531],"domain_scores_gemma":[0.9838949,0.0115097,0.002398273,0.0003291484,0.0006527037,0.001215317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01250473,0.09051354,0.2925407,0.004045816,0.0006564447,0.0007126839,0.02174065,0.003347801,0.03442283,0.001173846,0.001415878,0.536925],"study_design_scores_gemma":[0.00264037,0.101105,0.8349681,0.001211052,0.001344011,0.0003384605,0.01424337,0.004849113,0.02903205,0.001070178,0.008999643,0.0001985402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986734,0.000109508,0.0002409946,0.00003332908,0.000009962299,0.0001774398,0.00001483079,0.00001276843,0.0007278089],"genre_scores_gemma":[0.9929885,0.0002719062,0.005369803,0.00005282852,0.00001174737,0.0005167156,0.00004674335,0.000003560741,0.0007382289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003157302,"threshold_uncertainty_score":0.01669759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876820977174035,"score_gpt":0.3154667360592615,"score_spread":0.2966985262875211,"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."}}