{"id":"W4407899307","doi":"10.60076/ijstech.v2i3.848","title":"Rancang Bangun Inkubator Penetasan Telur Bebek Berbasis Internet of Things (IoT)","year":2025,"lang":"id","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Internet privacy","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","sts"],"consensus_categories":[],"category_scores_codex":[0.002768461,0.0003362178,0.0008635804,0.006477463,0.0006585059,0.0004093515,0.003388923,0.0003285028,0.00004302955],"category_scores_gemma":[0.0005907654,0.000303793,0.0001493554,0.002887141,0.01014751,0.00138995,0.0007651797,0.001109871,0.00001026717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521036,"about_ca_system_score_gemma":0.001105403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008365188,"about_ca_topic_score_gemma":0.00001981341,"domain_scores_codex":[0.9966365,0.0001672362,0.00130431,0.0005127378,0.0007615892,0.0006176412],"domain_scores_gemma":[0.9966826,0.0002631086,0.001446189,0.0005482886,0.0009342128,0.0001256019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002188607,0.0004643824,0.1781258,0.00130764,0.000611571,0.0005495827,0.1105206,0.00002794019,0.02190375,0.5016994,0.002011618,0.1825588],"study_design_scores_gemma":[0.01662353,0.01115145,0.2394876,0.03158329,0.001416131,0.009170619,0.1763895,0.02391808,0.3549984,0.05666857,0.07374967,0.004843152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762534,0.006674232,0.008063358,0.002626696,0.00231302,0.0002537903,0.000002191212,0.00008145448,0.003731834],"genre_scores_gemma":[0.990393,0.0001031571,0.006395549,0.0002048837,0.00008879411,0.00000496624,1.721501e-7,0.00001256571,0.002796948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4450308,"threshold_uncertainty_score":0.9999414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225940394464915,"score_gpt":0.2411375695424332,"score_spread":0.228878165597784,"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."}}