{"id":"W6949132011","doi":"10.5281/zenodo.13441080","title":"Preface to a Special Issue: Recent Advances in Bat Research in Northwestern Canada and Alaska","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ectotherm; Fishing; Government (linguistics); Climate change","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003883555,0.0001337911,0.0001585416,0.000683867,0.0007035172,0.003800939,0.003164077,0.00003539678,0.0006671885],"category_scores_gemma":[0.001837694,0.000142126,0.00001034943,0.002103952,0.0001006932,0.007374296,0.00533889,0.0004782084,0.0007702976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004225122,"about_ca_system_score_gemma":0.00002851453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01469779,"about_ca_topic_score_gemma":0.04948606,"domain_scores_codex":[0.9957756,0.001322234,0.0002969584,0.0008000447,0.001096347,0.0007087599],"domain_scores_gemma":[0.9981893,0.0001756894,0.00006533678,0.0008848852,0.0003890148,0.0002958324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001037233,0.0001607381,0.0004896056,0.0001218637,0.000009893198,0.0000990802,0.001666152,0.000362099,0.0001236781,0.0156368,0.08623321,0.8949931],"study_design_scores_gemma":[0.000385988,0.0001984517,0.007996385,0.00004622697,7.728723e-7,0.00001287428,0.0002643382,0.0007269661,0.00005348892,0.0001874513,0.9899804,0.0001466451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2063102,0.001045564,0.05376511,0.0621534,0.001101672,0.005596359,0.0002134898,0.0009196569,0.6688945],"genre_scores_gemma":[0.967026,0.01290541,0.005174713,0.001482234,0.00172775,0.000001829075,0.0005828183,0.001514192,0.009585053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9037472,"threshold_uncertainty_score":0.9972332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230072229513559,"score_gpt":0.303295265740305,"score_spread":0.2509945434451694,"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."}}