{"id":"W4398951659","doi":"10.7910/dvn/ticzzh/u5dlgw","title":"famben_1Apr2020.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Geology","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":[0.001239181,0.003176692,0.002038116,0.004904866,0.001050394,0.004105999,0.003471123,0.003009931,0.3063237],"category_scores_gemma":[0.007713266,0.001237815,0.00162663,0.007696142,0.0006708781,0.002562014,0.002847616,0.001908813,0.3059596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984753,"about_ca_system_score_gemma":0.002333665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02602804,"about_ca_topic_score_gemma":0.03604421,"domain_scores_codex":[0.9989773,0.0001800261,0.00009320286,0.0003624747,0.0001875869,0.0001994005],"domain_scores_gemma":[0.9973537,0.000886763,0.0002184224,0.0006134844,0.0005698234,0.0003578551],"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":[0.00004212981,0.000007768092,0.0002262156,0.0004181932,0.00001862108,0.00000826824,0.0000113982,0.0001082294,0.00004824319,0.000287329,0.9979402,0.0008832427],"study_design_scores_gemma":[0.0003728435,0.00002492189,0.002032175,0.0003840486,0.00003081155,0.0000422666,0.00005879973,0.0003188648,0.0002986948,0.001767854,0.9946299,0.0000387462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004102481,0.00004904089,0.0000278123,0.00006325697,0.00002523311,0.000004277298,0.9987717,0.0004369083,0.000580627],"genre_scores_gemma":[0.0002786837,0.00005737815,0.0001284745,0.00008850281,0.00001297805,0.00004161364,0.9983814,0.0002260923,0.0007849174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6936764,"threshold_uncertainty_score":0.9894451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519126492678569,"score_gpt":0.255208187770173,"score_spread":0.2300169228433873,"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."}}