{"id":"W4398845194","doi":"10.7910/dvn/v1rjpf/jui8wt","title":"ykc20160325_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001514486,0.003926781,0.002601455,0.005232382,0.001496473,0.005339993,0.005308684,0.00420203,0.2935801],"category_scores_gemma":[0.01019707,0.001262607,0.002099606,0.009521088,0.0009672047,0.00319175,0.004201468,0.002570093,0.3709711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241161,"about_ca_system_score_gemma":0.003214268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03721678,"about_ca_topic_score_gemma":0.05382515,"domain_scores_codex":[0.9986304,0.0002716379,0.0001293019,0.0004406527,0.0002371922,0.0002909187],"domain_scores_gemma":[0.9965547,0.001022971,0.0002767183,0.0008588437,0.0008552666,0.0004315929],"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":[0.00003484542,0.000007696354,0.0001590685,0.0005240463,0.00001936842,0.000007439258,0.00001422121,0.0001109059,0.00004429331,0.0003100293,0.9981738,0.0005941347],"study_design_scores_gemma":[0.0003590184,0.00002001008,0.001282568,0.0004321321,0.00003511102,0.00003066059,0.00007962623,0.0002924377,0.0002537428,0.001844876,0.9953291,0.00004076987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002774232,0.00004984222,0.00002764371,0.00007057608,0.00002914741,0.000005043506,0.9988901,0.0003846808,0.0005152627],"genre_scores_gemma":[0.0001815495,0.00005786955,0.0001169481,0.00008121389,0.00001204369,0.00004704627,0.9986004,0.0001938714,0.000709086],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7064199,"threshold_uncertainty_score":0.9821233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443709647105281,"score_gpt":0.25436642451222,"score_spread":0.2299293280411672,"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."}}