{"id":"W4398812173","doi":"10.7910/dvn/v1rjpf/oncqca","title":"ykc20151115_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":"Environmental 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":["insufficient_payload"],"category_scores_codex":[0.001476824,0.003872585,0.002701654,0.00547075,0.001516457,0.005482258,0.005158948,0.004373335,0.3266383],"category_scores_gemma":[0.01019324,0.001301643,0.002013075,0.009944429,0.0009493153,0.003355331,0.004150028,0.002535426,0.381902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466273,"about_ca_system_score_gemma":0.003188147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03577062,"about_ca_topic_score_gemma":0.04955994,"domain_scores_codex":[0.9986944,0.00026066,0.0001241694,0.0004208551,0.0002267794,0.0002731753],"domain_scores_gemma":[0.9965507,0.001110245,0.0002769984,0.000808166,0.0008306398,0.0004232172],"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":[0.0000390372,0.000007937646,0.0001730641,0.0006013936,0.00002027869,0.000008503807,0.00001563394,0.0001226485,0.00004564164,0.0003621752,0.9979925,0.0006112086],"study_design_scores_gemma":[0.0003660129,0.00001963553,0.001272631,0.0004642923,0.0000350568,0.00003132618,0.00007796539,0.0002826582,0.0002382864,0.001971511,0.9951996,0.00004110611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002406465,0.00004694967,0.00002602292,0.00006665102,0.00002515454,0.000004727335,0.9989354,0.0003445769,0.0005264141],"genre_scores_gemma":[0.0001823988,0.00006045952,0.0001138085,0.00008237878,0.0000116206,0.00004773419,0.9986065,0.0001971582,0.0006979525],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6733617,"threshold_uncertainty_score":0.9604687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632938247149008,"score_gpt":0.257472869678758,"score_spread":0.231143487207268,"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."}}