{"id":"W6940184317","doi":"10.6084/m9.figshare.4213197.v2","title":"BIO205 2016 Tut0104 Census 1 Data.xlsx","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Population; Data collection; Protocol (science); Set (abstract data type)","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":[],"category_scores_codex":[0.001128846,0.001116913,0.001013804,0.004140526,0.0006729935,0.002008911,0.001475116,0.0008029355,0.2850195],"category_scores_gemma":[0.008332854,0.000714545,0.0005850036,0.009811591,0.0002538994,0.0009537639,0.001437803,0.00104336,0.1466471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549354,"about_ca_system_score_gemma":0.00421101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1261843,"about_ca_topic_score_gemma":0.1393581,"domain_scores_codex":[0.9993,0.0001091017,0.0001193328,0.0001396141,0.000197777,0.0001341426],"domain_scores_gemma":[0.9966389,0.0006975415,0.0004019362,0.0005705571,0.001352675,0.000338482],"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":[0.00003908348,0.000008710927,0.001184064,0.0003211226,0.00001678739,0.00001360911,0.00002931299,0.0002088939,0.00005330673,0.0005957937,0.9952013,0.002327907],"study_design_scores_gemma":[0.0001146756,0.00001024856,0.008604222,0.0002723268,0.00001916113,0.00002976736,0.0001369096,0.0002244945,0.000168055,0.000740229,0.9896569,0.00002299703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006854485,0.00001042421,0.00005255761,0.00003680642,0.00001636408,0.000007473594,0.99886,0.0000771817,0.0008706242],"genre_scores_gemma":[0.0008822636,0.00006109786,0.0003344681,0.00004350664,0.00001667146,0.0001284456,0.9949847,0.0001766459,0.003372199],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7149805,"threshold_uncertainty_score":0.9534853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05652317725460847,"score_gpt":0.2587695832748827,"score_spread":0.2022464060202742,"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."}}