{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001085104,0.00007968897,0.0001144623,0.00002068478,0.00004194945,0.00005406496,0.0002835892,0.00004952564,0.3312537],"category_scores_gemma":[0.0004561282,0.00006638838,0.00001950997,0.00005637751,0.000006574959,0.0001497395,0.0001738298,0.0000453402,0.0502581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001985213,"about_ca_system_score_gemma":0.00004759392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369717,"about_ca_topic_score_gemma":0.00002694341,"domain_scores_codex":[0.9992983,0.00004048903,0.0001150037,0.0001973221,0.0001338714,0.0002149886],"domain_scores_gemma":[0.9994788,0.00003822537,0.00005563066,0.0002581874,0.0000396102,0.000129617],"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":[0.000003539599,0.00002188899,0.00001336546,0.00001187787,0.000001224563,0.00002758709,0.00001781632,0.000003880321,0.01165625,0.00002573815,0.98806,0.0001568626],"study_design_scores_gemma":[0.0002226418,0.00006975242,0.0003920092,0.00003847247,0.00000292411,0.00001583112,0.00002003686,0.00001737291,0.01263069,0.0001762679,0.9862981,0.0001158488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03327541,0.0001795029,7.912351e-7,0.0001027105,0.0003603784,0.0001407377,0.9621456,0.0001035032,0.003691387],"genre_scores_gemma":[0.2580772,0.00000107485,0.0006675899,0.001107511,0.0003692191,0.0001074781,0.7389827,0.00002246791,0.0006647955],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2809956,"threshold_uncertainty_score":0.9504814,"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."}}