{"id":"W1955560805","doi":"10.3366/anh.2014.0242","title":"Natural history in newspapers: Dugald Semple (1884–1964), Ayrshire naturalist and nature journalist","year":2014,"lang":"en","type":"article","venue":"Archives of Natural History","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Enthusiasm; Simplicity; Natural (archaeology); Quarter (Canadian coin); Naturalism; Natural history; History; Art history; Art; Media studies; Sociology; Philosophy; Botany; Biology; Archaeology; Theology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002363498,0.0003066809,0.0003733737,0.000159153,0.0001108566,0.00001315026,0.0005012666,0.0001772058,0.007499799],"category_scores_gemma":[0.0002320419,0.000277164,0.0001711504,0.0001390929,0.001156192,0.0002900411,0.0002666597,0.001192303,0.00008605504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002192812,"about_ca_system_score_gemma":0.00003383559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097195,"about_ca_topic_score_gemma":0.004297985,"domain_scores_codex":[0.9980055,0.0001760269,0.0003920289,0.0005275088,0.0004403719,0.0004585638],"domain_scores_gemma":[0.998951,0.0002386594,0.0002379795,0.0003695369,0.00001511773,0.000187693],"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":[0.0009145354,0.0004920819,0.04564631,0.0003058124,0.0001088597,0.00009943304,0.01345899,0.00001961169,0.2681803,0.01913369,0.6130507,0.03858961],"study_design_scores_gemma":[0.0007041539,0.00004318987,0.3086033,0.00004503194,0.00001568664,0.00003802628,0.0003193335,0.000269092,0.0002039567,0.0002034641,0.6892341,0.0003207142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8652225,0.03355794,0.000002333773,0.001568015,0.002308149,0.0002402005,0.00003187899,0.00006413404,0.09700484],"genre_scores_gemma":[0.9891923,0.0004186665,0.0002718716,0.002079449,0.00009234785,0.000007767703,0.00007857029,0.00002521559,0.007833833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2679764,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230664394585114,"score_gpt":0.2149756022003272,"score_spread":0.2026689582544761,"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."}}