{"id":"W2561029197","doi":"10.1111/aen.12254","title":"A century on from <i>The Biology of Dragonflies</i> by Tillyard 1917: what have we learned since then?","year":2016,"lang":"en","type":"article","venue":"Austral Entomology","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Field (mathematics); Ecology; Systematics; Environmental ethics; Zoology; Biology; Philosophy; Taxonomy (biology); Mathematics","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":[0.001268912,0.0007736805,0.0008320374,0.001522988,0.001828403,0.003772602,0.0006293533,0.001399799,0.005080919],"category_scores_gemma":[0.00245112,0.0003794463,0.0005091999,0.001275678,0.006420709,0.004587991,0.001584609,0.004690527,0.002210559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806066,"about_ca_system_score_gemma":0.001573322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008946322,"about_ca_topic_score_gemma":0.01245717,"domain_scores_codex":[0.9994684,0.0001751963,0.00002601216,0.00008995767,0.0001912998,0.00004920331],"domain_scores_gemma":[0.9989899,0.0004813553,0.00008807196,0.00005530283,0.0002266583,0.0001586531],"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":[0.00007951218,0.00005743237,0.001518618,0.001505512,0.00004697181,0.00035336,0.008885449,0.000292946,0.001155531,0.05032751,0.6780076,0.2577695],"study_design_scores_gemma":[0.000002821181,0.00002552089,0.001672017,0.0009516465,0.000007455041,0.0002871813,0.0008655016,0.00005191284,0.0001295025,0.006268364,0.9897226,0.00001528161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00502488,0.7526912,0.002790705,0.1213761,0.06047654,0.00002696522,0.0001103022,0.000109847,0.05739337],"genre_scores_gemma":[0.06490266,0.6212695,0.005261945,0.06529377,0.05613773,0.00007663294,0.0001997821,0.0002618344,0.1865961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008946322,"threshold_uncertainty_score":0.02035952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069506231741681,"score_gpt":0.2320104569178888,"score_spread":0.181315394600472,"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."}}