{"id":"W4293081487","doi":"10.31219/osf.io/rksm2","title":"Soliditas Kelembagaan, Transformasi Mewujudkan Keunggulan","year":2022,"lang":"id","type":"preprint","venue":"","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Political science","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":[],"category_scores_codex":[0.003239343,0.0007941352,0.000882076,0.0002968849,0.001932059,0.0009391657,0.001859951,0.000566788,0.04289801],"category_scores_gemma":[0.0003033705,0.0008285883,0.0007195899,0.0008213973,0.0003982603,0.0005739987,0.001436502,0.001398899,0.0006708622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007671227,"about_ca_system_score_gemma":0.001530315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138797,"about_ca_topic_score_gemma":0.001299671,"domain_scores_codex":[0.9933121,0.0006887791,0.001189368,0.001280534,0.001986066,0.001543183],"domain_scores_gemma":[0.9976729,0.0005627447,0.0004210838,0.0006091449,0.0001677528,0.0005663378],"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":[0.0008266884,0.001933312,0.09214754,0.001966866,0.002554164,0.0004593462,0.2483622,0.0003087665,0.0001778876,0.2149983,0.1686776,0.2675874],"study_design_scores_gemma":[0.0004853066,0.0000851193,0.005896686,0.0001046849,0.0001014262,0.000004899293,0.0323437,0.00007496594,0.00008943288,0.004917954,0.9544951,0.001400773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04384337,0.0004008351,0.0001197437,0.003298207,0.00465632,0.001137132,0.00004883453,0.0004679827,0.9460276],"genre_scores_gemma":[0.7481831,0.001585983,0.0008300308,0.0009451709,0.001003575,0.0002347478,0.0004790552,0.0001006425,0.2466377],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7858175,"threshold_uncertainty_score":0.9994165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464709698666144,"score_gpt":0.2959192784439728,"score_spread":0.2612721814573113,"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."}}