{"id":"W2916248870","doi":"10.6084/m9.figshare.4244825.v1","title":"BIO205 2016 Tut0105 Census 3 Data.xlsx","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Population; Demography; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001030353,0.001121162,0.001051341,0.004294928,0.0006659143,0.002185401,0.001608832,0.00090447,0.3276078],"category_scores_gemma":[0.00729973,0.0008183706,0.0007982441,0.009077056,0.0002665966,0.0009827989,0.001405317,0.001120721,0.1600861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585513,"about_ca_system_score_gemma":0.003940004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1038724,"about_ca_topic_score_gemma":0.1083362,"domain_scores_codex":[0.9993238,0.00008912248,0.0001200026,0.0001381995,0.0001858998,0.0001430783],"domain_scores_gemma":[0.9963087,0.0008507973,0.0004139082,0.0007315651,0.001326108,0.0003688886],"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":[0.00007291293,0.00001320515,0.001696588,0.0004034686,0.00002658513,0.00001958312,0.00003537192,0.0003272581,0.0001284989,0.0005295951,0.9939641,0.002782776],"study_design_scores_gemma":[0.0001754777,0.00001385898,0.01138776,0.0002382665,0.00002603152,0.00003530189,0.0001278435,0.000368691,0.0003925853,0.0007763383,0.9864226,0.000035306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008646487,0.000006289501,0.00005603356,0.00002661334,0.00001304032,0.000006650701,0.9989874,0.0001500776,0.0006673892],"genre_scores_gemma":[0.0009068012,0.00003090118,0.0003483262,0.00003278843,0.00001321105,0.00008539284,0.9962931,0.0002767124,0.002012769],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6723922,"threshold_uncertainty_score":0.9590858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07577754258542423,"score_gpt":0.2686316312150037,"score_spread":0.1928540886295794,"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."}}