{"id":"W2508604763","doi":"10.22621/cfn.v130i2.1855","title":"The Ottawa Field-Naturalists’ Club Awards for 2015, presented April 2016","year":2016,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Club; Field (mathematics); History; Operations research; Geology; Engineering; Mathematics; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004112885,0.00109703,0.0007343976,0.001898567,0.01246827,0.008195143,0.001700551,0.007145531,0.1341549],"category_scores_gemma":[0.006995629,0.0007044476,0.0007908812,0.001060578,0.001956373,0.002432754,0.005422541,0.005591261,0.02601833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02935674,"about_ca_system_score_gemma":0.08051348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6560106,"about_ca_topic_score_gemma":0.9455171,"domain_scores_codex":[0.9958463,0.0001604943,0.00009140838,0.0003077408,0.002065078,0.001528953],"domain_scores_gemma":[0.9903756,0.0001991206,0.00009539673,0.0002083457,0.003502888,0.005618602],"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":[0.00003247562,0.00001641244,0.0002549431,0.00001110118,0.000002897459,0.00003265292,0.00005733176,0.00002264243,0.00005882337,0.001290838,0.9949026,0.003317232],"study_design_scores_gemma":[0.00001319673,0.00001427464,0.002626562,0.00003477685,0.000005195618,0.00001510712,0.0005649835,0.00003925138,0.00007861891,0.0003748317,0.9962183,0.00001495624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007684632,0.01077679,0.0006137574,0.3556029,0.2103891,0.000643003,0.008811218,0.0003624181,0.4051163],"genre_scores_gemma":[0.01035583,0.0008654091,0.0002660278,0.00614971,0.00215565,0.00005028837,0.0007948722,0.00006947304,0.9792928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3439894,"threshold_uncertainty_score":0.6920305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949403853048725,"score_gpt":0.2316953938490806,"score_spread":0.2122013553185934,"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."}}