{"id":"W4393512884","doi":"10.5281/zenodo.6542351","title":"CCG Starter Data Kit: Indonesia","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Starter; Business; Computer science; Database; Biology; Food 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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00252715,0.0001985806,0.0002048453,0.0003082023,0.005704258,0.002134567,0.004549073,0.000132806,0.3378124],"category_scores_gemma":[0.00185344,0.000229378,0.00004666397,0.0007642703,0.0002703395,0.0005864229,0.00707956,0.0005605989,0.006467632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135492,"about_ca_system_score_gemma":0.00003507475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002319671,"about_ca_topic_score_gemma":0.00001208837,"domain_scores_codex":[0.9964577,0.0009453487,0.0003112745,0.0006884484,0.00104658,0.0005506573],"domain_scores_gemma":[0.9981397,0.00008795821,0.0001974287,0.001073568,0.0002723121,0.0002289988],"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":[0.00003059923,0.00007390913,0.000002673003,0.00004317024,0.00003628145,0.00002811039,0.00065805,5.143103e-7,0.00000193058,0.0002108869,0.9776178,0.02129605],"study_design_scores_gemma":[0.0001999939,0.00004726606,0.0001036007,0.00002192349,0.00001964049,0.00001114024,0.001137512,0.000003310035,3.691342e-7,0.00004891662,0.9981304,0.000275947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009603194,0.00007290488,0.00002056594,0.0007043132,0.0003896772,0.0004307641,0.874701,0.000466824,0.123118],"genre_scores_gemma":[0.0004357794,0.0003239503,0.00003691413,0.0002569071,0.0003624711,5.315734e-8,0.9963329,0.0006957153,0.00155534],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3313448,"threshold_uncertainty_score":0.9989013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08015560021498047,"score_gpt":0.3009761821945759,"score_spread":0.2208205819795955,"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."}}