{"id":"W4394505741","doi":"10.6084/m9.figshare.3987372.v1","title":"Campus Ecology Network - Census 1","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Ecology; Geography; Sociology; Biology; Demography; Population","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":[0.001263729,0.0009514958,0.001023985,0.005280397,0.001016459,0.003118686,0.00149923,0.0008177898,0.3332369],"category_scores_gemma":[0.01066015,0.000494955,0.0004068139,0.01366093,0.0002124386,0.002656036,0.002004479,0.001370637,0.3179355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883583,"about_ca_system_score_gemma":0.003367339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0331674,"about_ca_topic_score_gemma":0.03185221,"domain_scores_codex":[0.9982205,0.0002341083,0.0002824588,0.000439873,0.0005928669,0.0002302132],"domain_scores_gemma":[0.9906598,0.001098611,0.0008372637,0.001239171,0.005075659,0.001089461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002269222,0.00001450799,0.001045868,0.0001199904,0.000004927167,0.000007813018,0.00003406148,0.00006582977,0.00005500414,0.0008992506,0.9888066,0.008923381],"study_design_scores_gemma":[0.00001917961,0.000005948127,0.004867852,0.0001023812,0.00000285929,0.00001575958,0.00011331,0.0002044037,0.00007089602,0.0006064035,0.993977,0.00001411341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004019247,0.0000629495,0.0005112424,0.0001855014,0.00006748255,0.0001120829,0.9717563,0.0009386786,0.02596381],"genre_scores_gemma":[0.001784968,0.000216198,0.001500429,0.000269896,0.00004080528,0.0005358817,0.9738939,0.0006046799,0.02115318],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3332369,"threshold_uncertainty_score":0.9510566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893958106426863,"score_gpt":0.2286725556129961,"score_spread":0.1997329745487274,"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."}}