{"id":"W4393798797","doi":"10.5281/zenodo.5018190","title":"Spatial and functional structure of an entire ant assemblage in a lowland Panamanian rainforest","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Rainforest; Assemblage (archaeology); Geography; ANT; Ecology; Forestry; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337314,0.0001764114,0.0002325921,0.001844121,0.0003351561,0.0004749138,0.0001776706,0.0001452603,0.0005100527],"category_scores_gemma":[0.0006815253,0.0001989988,0.0001808649,0.001054248,0.0003413419,0.0002794812,0.0005146798,0.0001249623,0.0001121401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162651,"about_ca_system_score_gemma":0.0001392213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01656966,"about_ca_topic_score_gemma":0.02785571,"domain_scores_codex":[0.9998172,0.00002919718,0.00001889438,0.00006645548,0.0000294755,0.00003874673],"domain_scores_gemma":[0.9995852,0.0000546397,0.0001941281,0.00003322495,0.00007252584,0.00006020349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008638576,0.00001723262,0.9859677,0.00002275038,0.00005949744,0.00006166168,0.0009423743,0.0000809101,0.005499849,0.00002231071,0.00003471746,0.007204651],"study_design_scores_gemma":[5.628813e-7,0.00001170524,0.9996977,0.000001308893,0.000004635785,0.00003298244,0.0001039458,0.00007602339,0.00003287757,0.000005200455,0.00003221477,9.407414e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9997608,0.00005800236,0.0000433446,0.000003045678,2.765952e-7,0.000001893346,0.00004995589,0.000002058154,0.00008066697],"genre_scores_gemma":[0.9995327,0.00006057813,0.000160136,0.000004483368,0.000001673959,0.000005535533,0.0001847313,0.000001149635,0.00004903947],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01656966,"threshold_uncertainty_score":0.03294647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405818286919,"score_gpt":0.2331736954954538,"score_spread":0.2191155126262638,"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."}}