{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007633498,0.0008364597,0.0003944113,0.0006486897,0.002799762,0.00259968,0.0007287682,0.001542483,0.1373052],"category_scores_gemma":[0.001291577,0.0003658196,0.0004106784,0.0005415967,0.001003099,0.001748963,0.002489017,0.002374407,0.05745303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703896,"about_ca_system_score_gemma":0.003176031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075797,"about_ca_topic_score_gemma":0.01155319,"domain_scores_codex":[0.9991564,0.0001231954,0.00003836538,0.0002048482,0.0002903295,0.0001868964],"domain_scores_gemma":[0.9991442,0.00008172394,0.00009132977,0.00007553004,0.0002893565,0.0003178557],"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":[0.0004408437,0.0002293226,0.01243911,0.0007974157,0.00003288934,0.002854732,0.00677096,0.0001359836,0.01946162,0.03100782,0.5002521,0.4255772],"study_design_scores_gemma":[0.000007100834,0.00005268261,0.002145979,0.00007383365,0.000005985036,0.0008099678,0.0009823869,0.00003238737,0.001395638,0.0005142643,0.9939699,0.000009809726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03581391,0.01630791,0.0042943,0.02807362,0.009649853,0.0002852959,0.001215019,0.001354842,0.9030052],"genre_scores_gemma":[0.04901306,0.00430351,0.002423929,0.006319648,0.0008323002,0.00008208557,0.0005911345,0.0002473119,0.9361871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8626947,"threshold_uncertainty_score":0.4593318,"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."}}