{"id":"W4399070665","doi":"10.55549/ijasse.15","title":"Impacts of ICT as Tools in Teaching Biology in Senior Secondary Schools","year":2024,"lang":"en","type":"article","venue":"International Journal of Academic Studies in Science and Education","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Information and Communications Technology; Mathematics education; Pedagogy; Sociology; Psychology; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.003951101,0.0000775753,0.0001617969,0.001578087,0.00003185887,0.00009329224,0.000872096,0.00005920274,0.000004086598],"category_scores_gemma":[0.004879159,0.00006638561,0.0000223668,0.0007605907,0.0002139754,0.00214407,0.0001851806,0.0009619195,0.00000291919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006576657,"about_ca_system_score_gemma":0.002288962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268283,"about_ca_topic_score_gemma":0.00001382376,"domain_scores_codex":[0.9984848,0.00009942388,0.0006095128,0.0002234588,0.0004174987,0.000165339],"domain_scores_gemma":[0.9987441,0.0004931804,0.0002463988,0.00009002366,0.0003798202,0.0000465249],"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":[0.00001860976,0.0001126753,0.2155691,0.00004939711,0.00002560237,0.00001245808,0.04150297,0.000216656,0.01255455,0.02741517,0.00112182,0.701401],"study_design_scores_gemma":[0.0008171024,0.0003035367,0.8225137,0.005177374,0.000009658243,0.0008418034,0.02959982,0.004408265,0.003953483,0.1251011,0.006925012,0.000349117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824002,0.005676665,0.0002815928,0.006441704,0.004573938,0.00007960686,5.415147e-7,0.000005222383,0.0005404861],"genre_scores_gemma":[0.9948034,0.001909107,0.002696414,0.0003075832,0.0002488988,0.000008180004,4.023325e-7,0.000002731837,0.00002330934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7010518,"threshold_uncertainty_score":0.5841162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037943259214067,"score_gpt":0.4411684626016747,"score_spread":0.400789030009534,"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."}}