{"id":"W4295806195","doi":"10.24114/fls.v2i2.33909","title":"PENGEMBANGAN MEDIA FLIP BOOK MAKER PADA MATA PELAJARAN KECANTIKAN DASAR SISWA KELAS X TATA KECANTIKAN SMK NEGERI 10 MEDAN","year":2021,"lang":"id","type":"article","venue":"Flawless","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002468762,0.0008461057,0.001299666,0.0002275167,0.001612377,0.0008281858,0.0017515,0.0006282756,0.02303869],"category_scores_gemma":[0.001834045,0.0008672709,0.0006233877,0.0014443,0.001203998,0.0007704486,0.0006239326,0.0009135977,0.002753219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654933,"about_ca_system_score_gemma":0.002636069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818937,"about_ca_topic_score_gemma":0.009152897,"domain_scores_codex":[0.9912377,0.002328399,0.00119925,0.001602636,0.001931688,0.001700315],"domain_scores_gemma":[0.9939835,0.002049011,0.0005730279,0.001556816,0.0007926084,0.001045029],"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":[0.0003076517,0.002812373,0.03987868,0.001390319,0.001890146,0.001722536,0.1790946,0.00002062537,0.006945372,0.1365632,0.5573385,0.07203598],"study_design_scores_gemma":[0.0008800729,0.00007428451,0.05265049,0.0003805256,0.0003783562,0.00003658731,0.04220241,0.00003936505,0.004029711,0.002114755,0.8958765,0.001337001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5375203,0.04750162,0.0004624471,0.07803022,0.03485226,0.002069783,0.001256169,0.0006476116,0.2976596],"genre_scores_gemma":[0.5852118,0.008281128,0.009379262,0.00628366,0.01036433,0.0001324435,0.00135566,0.0004247379,0.378567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385379,"threshold_uncertainty_score":0.9996874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05363020914016148,"score_gpt":0.3504580228612222,"score_spread":0.2968278137210607,"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."}}