{"id":"W2232955810","doi":"10.6084/m9.figshare.1559108.v1","title":"Ecology Group 4 Wk3 Dataset 3","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Nanoporous metals and alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Group (periodic table); Geography; Biology; Chemistry","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":[0.0009828181,0.001472049,0.001546754,0.001988603,0.001010821,0.001906587,0.002516371,0.001869426,0.108149],"category_scores_gemma":[0.008395128,0.0004223555,0.001695139,0.003543771,0.0003074642,0.001036528,0.00121395,0.001311695,0.1003072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019345,"about_ca_system_score_gemma":0.001904742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03967931,"about_ca_topic_score_gemma":0.08547247,"domain_scores_codex":[0.9990159,0.0002071105,0.0001089474,0.0003987794,0.0001222323,0.0001469635],"domain_scores_gemma":[0.9978507,0.0006088986,0.0001884804,0.0005767908,0.0006151405,0.0001602039],"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":[0.0002480174,0.00005290747,0.01080721,0.0009296449,0.0001815323,0.00006480332,0.00004382922,0.0007574003,0.0001999106,0.0006615522,0.9784031,0.007650008],"study_design_scores_gemma":[0.0005228863,0.00007639742,0.02743305,0.0005460291,0.000188858,0.0001439086,0.0002814644,0.002376296,0.0003833875,0.002524503,0.9654576,0.00006557729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008544053,0.0001200933,0.0003217324,0.0001267742,0.00005845381,0.00002736486,0.9966466,0.000559899,0.00128463],"genre_scores_gemma":[0.00294436,0.00007435835,0.0009720171,0.0001094056,0.00002740183,0.0002167366,0.9932671,0.0001543928,0.002234312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.891851,"threshold_uncertainty_score":0.3617944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07727070355809315,"score_gpt":0.2837162888044003,"score_spread":0.2064455852463072,"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."}}