{"id":"W4382897127","doi":"10.32511/flash.v6i2.718","title":"","year":2020,"lang":"","type":"article","venue":"Jurnal Ilmiah Flash","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science; 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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002903157,0.001116959,0.001345667,0.000220599,0.003229561,0.00356281,0.002490665,0.0006913528,0.0009454985],"category_scores_gemma":[0.006110549,0.001210565,0.0009736163,0.00417399,0.001307135,0.004547012,0.001289532,0.001617172,0.001140454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000511398,"about_ca_system_score_gemma":0.002099951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001867847,"about_ca_topic_score_gemma":0.0002819382,"domain_scores_codex":[0.9880043,0.001250637,0.002391878,0.001852523,0.003438412,0.003062277],"domain_scores_gemma":[0.9921058,0.001486005,0.001192156,0.0003935388,0.0006415323,0.004180943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00288299,0.0005255338,0.4664503,0.0004138326,0.0006884048,0.0008958219,0.2813869,0.0001515309,0.002104985,0.01032631,0.03581137,0.198362],"study_design_scores_gemma":[0.005374247,0.001189412,0.1389564,0.0007177603,0.0003143631,0.00002823809,0.06569197,0.002094243,0.001218738,0.001993043,0.7788888,0.003532825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7244748,0.0009832432,0.0001298505,0.08364384,0.00224792,0.0007956022,0.00001992644,0.0003567657,0.187348],"genre_scores_gemma":[0.9692885,0.001274404,0.0007857605,0.01950874,0.006318361,0.00002704513,0.00001159907,0.0001003308,0.002685275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7430775,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818184909969446,"score_gpt":0.2770872018047586,"score_spread":0.2389053527050641,"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."}}