{"id":"W4394345089","doi":"10.6084/m9.figshare.14402108","title":"Data from \"Every little helps: the functional role of individuals in assembling any plant community, from the richest to monospecific ones\"","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0003881162,0.0001867488,0.0002409233,0.00003870023,0.0005911289,0.00004578028,0.002326049,0.0001356607,0.4419696],"category_scores_gemma":[0.0008278981,0.0001330889,0.00004080249,0.0002649642,0.00004123116,0.0001310167,0.005831267,0.0009885234,0.001651041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166854,"about_ca_system_score_gemma":0.00003724103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004713918,"about_ca_topic_score_gemma":0.05251006,"domain_scores_codex":[0.9983321,0.000458141,0.0003052769,0.0003360478,0.0003781914,0.0001902851],"domain_scores_gemma":[0.9950771,0.003362652,0.0002383657,0.001278534,0.000009473723,0.0000338854],"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":[0.00000951632,0.000100353,0.009079818,0.000007545815,0.000059969,0.000002545819,0.000357168,0.0009832929,0.000003983185,5.172639e-7,0.9893541,0.00004116148],"study_design_scores_gemma":[0.00007071713,0.00001485019,0.386662,0.00009158527,0.00001864487,4.979875e-7,0.0008075511,0.0001141865,0.000001226886,0.0001660657,0.6119517,0.0001009667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00433111,0.0005949297,2.408589e-7,0.0002572433,0.0001338536,0.0002898762,0.9942295,0.000009022599,0.0001542369],"genre_scores_gemma":[0.004771908,0.00005617231,0.00001773303,0.0006449502,0.00007510653,0.0002134011,0.9941812,0.00001010404,0.00002939245],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4403186,"threshold_uncertainty_score":0.9991263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118955264029545,"score_gpt":0.2778881995080571,"score_spread":0.1659926731051026,"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."}}