{"id":"W4398839617","doi":"10.7910/dvn/v1rjpf/fzevha","title":"cbb20160212_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":["insufficient_payload"],"category_scores_codex":[0.001660014,0.003887607,0.002777125,0.006372396,0.001736554,0.006116908,0.005948692,0.004395282,0.3335714],"category_scores_gemma":[0.01149901,0.001395259,0.001932277,0.01165266,0.0009899862,0.003526348,0.004601292,0.002845453,0.3944311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002816392,"about_ca_system_score_gemma":0.00346559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04687338,"about_ca_topic_score_gemma":0.06371598,"domain_scores_codex":[0.9985473,0.0002824912,0.0001329124,0.00045239,0.0002781755,0.0003067025],"domain_scores_gemma":[0.9958814,0.001233848,0.0003179628,0.001011236,0.001030192,0.0005252985],"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":[0.00003216105,0.000007118843,0.0001359667,0.0004531267,0.00001607719,0.00000636633,0.00001342576,0.00008850064,0.00003834565,0.0003407164,0.9983285,0.0005397272],"study_design_scores_gemma":[0.0002913895,0.00001539172,0.001105289,0.00039778,0.0000272525,0.00002482893,0.00007126269,0.0002391427,0.0002080111,0.001764605,0.9958197,0.00003537721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000241378,0.00004816282,0.00002608132,0.00007539355,0.0000259044,0.000004667203,0.9987748,0.0004123273,0.0006084632],"genre_scores_gemma":[0.0001835328,0.00005663922,0.0001185671,0.00008722301,0.00001169416,0.00004638144,0.9985246,0.0002341363,0.0007372224],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6664286,"threshold_uncertainty_score":0.9505795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444892266725408,"score_gpt":0.2543017199566989,"score_spread":0.2298527972894448,"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."}}