{"id":"W4312176152","doi":"10.29407/e.v9i2.17068","title":"PENGEMBANGAN E-BOOK BERBASIS PENDEKATAN SAINTIFIK PADA MATERI SIKLUS HIDUP HEWAN KELAS IV SEKOLAH DASAR","year":2022,"lang":"id","type":"article","venue":"EFEKTOR","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Physics; Humanities; Mathematics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002172055,0.0005965891,0.0006369756,0.0003103484,0.001295479,0.0005513079,0.002528475,0.0001532074,0.006214174],"category_scores_gemma":[0.0002945282,0.0006537366,0.0003267993,0.0007965217,0.0001915058,0.0007552865,0.002032171,0.00099528,0.001024025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007484804,"about_ca_system_score_gemma":0.001409337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004080718,"about_ca_topic_score_gemma":0.00004521092,"domain_scores_codex":[0.9936367,0.001560069,0.0007976776,0.001467309,0.001425216,0.001113003],"domain_scores_gemma":[0.9961144,0.0006858779,0.0004449197,0.001881162,0.0001871382,0.0006864538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002128367,0.002226425,0.002446632,0.0006042849,0.0005006614,0.0007262378,0.03830959,0.00006549298,0.01728275,0.02557513,0.7312871,0.1807628],"study_design_scores_gemma":[0.0007200835,0.0005319986,0.004726867,0.00006329542,0.00009543529,0.0001469002,0.002218343,0.0007529901,0.005592301,0.001023866,0.9832724,0.0008554643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7672743,0.02356499,0.01151819,0.07018147,0.08664046,0.004536775,0.001634896,0.001358611,0.03329029],"genre_scores_gemma":[0.450161,0.0007836922,0.2338881,0.0146659,0.005509049,0.001198236,0.0004740874,0.0003942194,0.2929257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3171133,"threshold_uncertainty_score":0.9997538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615500100756053,"score_gpt":0.2809362788608608,"score_spread":0.2547812778533002,"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."}}