{"id":"W4251117620","doi":"10.31237/osf.io/fsn4c","title":"Angely Emitasari","year":2020,"lang":"id","type":"preprint","venue":"","topic":"Agricultural and Environmental Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001696101,0.0003257442,0.0003244067,0.00001683427,0.0003914634,0.0001774013,0.0006872292,0.0002644138,0.007488797],"category_scores_gemma":[0.00001939997,0.0002300146,0.0002551211,0.0001877965,0.0002394008,0.0001221757,0.001703618,0.000431572,0.01085631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660044,"about_ca_system_score_gemma":0.00002378265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591835,"about_ca_topic_score_gemma":0.0005990337,"domain_scores_codex":[0.9978557,0.0001221532,0.0002953859,0.0006953686,0.0006159052,0.0004155251],"domain_scores_gemma":[0.9992923,0.0000295091,0.0001494633,0.0002061018,0.00001296226,0.0003097037],"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":[0.00004635495,0.000561741,0.006031704,0.0004244448,0.0007296627,0.0001231016,0.03533753,0.0001569948,0.001202782,0.08565696,0.8007662,0.06896258],"study_design_scores_gemma":[0.0001234126,0.00006313334,0.05316177,0.0000470228,0.0001177208,3.587394e-7,0.01702304,0.00004099321,0.00008651177,0.004090274,0.9246607,0.0005850022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01889243,0.0002396039,0.000159467,0.05287949,0.001255889,0.0007531546,0.0000184342,0.0001815981,0.92562],"genre_scores_gemma":[0.7930563,0.002244397,0.0005978282,0.002974384,0.001145642,0.0000451302,0.00009621064,0.000015517,0.1998246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7741639,"threshold_uncertainty_score":0.9934185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384929205278459,"score_gpt":0.2535009578763565,"score_spread":0.2096516658235719,"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."}}