{"id":"W1904625418","doi":"10.22621/cfn.v129i2.1703","title":"New light on the origins of the Ottawa Field-Naturalists’ Club","year":2015,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Club; Naturalism; Natural history; Newspaper; Subject (documents); History; Field (mathematics); Environmental ethics; Sociology; Ecology; Media studies; Biology; Philosophy; Library science; Paleontology; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005116767,0.0002135805,0.000192664,0.0001041612,0.001468167,0.0001425163,0.001607843,0.000142048,0.003531695],"category_scores_gemma":[0.0003960851,0.00009705273,0.000193462,0.000168049,0.0004643265,0.0001962621,0.00005573832,0.0008493323,0.0004051672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858145,"about_ca_system_score_gemma":0.0008602468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4049774,"about_ca_topic_score_gemma":0.8690266,"domain_scores_codex":[0.998435,0.0001377856,0.0002630131,0.0002540727,0.0005020633,0.0004080202],"domain_scores_gemma":[0.9981588,0.0003309524,0.0001519749,0.0008574447,0.000184326,0.0003165061],"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":[0.00001070547,0.000003563992,0.00001872742,0.000003268677,0.00001052132,0.00000374547,0.009916427,0.000001562807,0.0000185887,0.2869598,0.7023234,0.0007297441],"study_design_scores_gemma":[0.0001301197,0.0000564937,0.0001013657,0.00003479615,0.00002225229,0.000006055081,0.001317244,0.000008017315,0.000584182,0.001782061,0.9957861,0.0001713672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03842666,0.001418164,6.032146e-7,0.3664117,0.009097403,0.000499113,0.00004375343,0.00005215794,0.5840504],"genre_scores_gemma":[0.8371954,0.000006286178,0.000009023248,0.03068419,0.0008767886,0.000005698907,0.000003838541,0.00001276726,0.131206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7987687,"threshold_uncertainty_score":0.9998318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385067923464945,"score_gpt":0.223637278056516,"score_spread":0.1897865988218666,"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."}}