{"id":"W3112563839","doi":"","title":"HEMOTION (Alat Peraga Biologi Untuk Siswa SMA)","year":2019,"lang":"id","type":"other","venue":"Ubaya Repository (University of Surabaya)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; 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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006916108,0.0008784483,0.001642693,0.0006861758,0.0006494453,0.000199092,0.003049748,0.001318494,0.0005570342],"category_scores_gemma":[0.00003849577,0.001066019,0.0009330643,0.0007631728,0.0005945965,0.0006888037,0.0007900156,0.0007892416,0.00195861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000695257,"about_ca_system_score_gemma":0.0007247169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419199,"about_ca_topic_score_gemma":0.0001440681,"domain_scores_codex":[0.9945408,0.0009555928,0.0006326956,0.001857861,0.001097135,0.0009159195],"domain_scores_gemma":[0.9945967,0.0003041617,0.001777531,0.002426272,0.0005495311,0.0003457947],"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":[0.002125043,0.004878891,0.154643,0.01003452,0.0103435,0.01032072,0.02646896,0.001980446,0.247128,0.04314007,0.425148,0.06378884],"study_design_scores_gemma":[0.01289084,0.003511859,0.06519017,0.00519783,0.0014669,0.001102052,0.006886166,0.0509809,0.004854974,0.0001364279,0.8406656,0.007116243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07325102,0.003176456,0.03329002,0.001519168,0.01740577,0.002878746,0.00008438631,0.0008588397,0.8675356],"genre_scores_gemma":[0.4532899,0.000117056,0.0009684537,0.00005909852,0.0005133511,9.578999e-7,0.0000394441,0.0001285504,0.5448833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4155177,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007840732533953594,"score_gpt":0.1614117804472772,"score_spread":0.1535710479133236,"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."}}