{"id":"W4254806307","doi":"10.31219/osf.io/z254e","title":"ALVINA DAMAYANTI (155100004)","year":2018,"lang":"id","type":"preprint","venue":"","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002257104,0.0005628812,0.0005849089,0.0001814934,0.000831684,0.001122861,0.00136355,0.0007113567,0.01723444],"category_scores_gemma":[0.0009079619,0.000541059,0.0003584819,0.0005294419,0.0008442354,0.0004123318,0.001954986,0.0005072071,0.009448553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938007,"about_ca_system_score_gemma":0.001008169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025999,"about_ca_topic_score_gemma":0.0005416449,"domain_scores_codex":[0.9956455,0.000323932,0.0007342113,0.001131241,0.001086865,0.001078247],"domain_scores_gemma":[0.9977859,0.0004675495,0.0003929814,0.0005897909,0.0003655098,0.0003982153],"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":[0.0002073314,0.0005519539,0.2017059,0.0005323187,0.0006777389,0.00008083752,0.0356749,0.000002588774,0.00005004108,0.04419465,0.6015879,0.1147339],"study_design_scores_gemma":[0.0003340804,0.00006032746,0.04059839,0.0004688263,0.00006462226,0.000002569732,0.006075189,0.000070446,0.0001725065,0.008836361,0.9419866,0.001330073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1026505,0.0001907579,0.00009518099,0.001648773,0.005165736,0.0004877686,0.000007722604,0.0003205279,0.8894331],"genre_scores_gemma":[0.6205219,0.0007238563,0.001861634,0.0007011915,0.002277371,0.00002792867,0.00005612634,0.00005299887,0.373777],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5178714,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470539929319814,"score_gpt":0.3005743695841713,"score_spread":0.2658689702909732,"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."}}