{"id":"W4295539767","doi":"10.21428/d692e98e.d8138f74","title":"Konsorsium Perguruan Tinggi, Menggalang Sinergi","year":2022,"lang":"en","type":"article","venue":"","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mathematics; Mathematics education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004633874,0.0004608011,0.0003083731,0.0005655724,0.001422302,0.001962416,0.0002775741,0.0006075267,0.01678438],"category_scores_gemma":[0.0005346602,0.0001445091,0.0001785416,0.0007634105,0.0003619451,0.001039445,0.001169743,0.0008556805,0.003521922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006184843,"about_ca_system_score_gemma":0.001808175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109268,"about_ca_topic_score_gemma":0.001939234,"domain_scores_codex":[0.9998343,0.00004012151,0.00001179187,0.00003514242,0.00004314874,0.00003546851],"domain_scores_gemma":[0.9998105,0.00004457093,0.0000199581,0.0000148981,0.00006483641,0.00004529407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004930997,0.000396717,0.01443702,0.002556825,0.00005737816,0.004691236,0.009146097,0.001029529,0.02333144,0.1044739,0.08655117,0.7528356],"study_design_scores_gemma":[0.00003476503,0.0002160701,0.02186627,0.0004098066,0.00007480497,0.001796946,0.005349858,0.0009179281,0.007449395,0.01028266,0.9515609,0.00004067161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3773083,0.06893695,0.008807151,0.03670132,0.005248834,0.0002330306,0.000639968,0.0008052341,0.5013192],"genre_scores_gemma":[0.7305294,0.02616019,0.009086596,0.001837517,0.0006255855,0.0001222378,0.0005031762,0.0001317728,0.2310034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01678438,"threshold_uncertainty_score":0.0561493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114066362585545,"score_gpt":0.2704143867040896,"score_spread":0.2492737230782342,"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."}}