{"id":"W4403764233","doi":"10.1098/rsnr.2024.0018","title":"Alfredo Magalhães Ramalho’s scientific correspondence: historical connections between oceanography and marine biology from Portugal (1919–1949)","year":2024,"lang":"en","type":"article","venue":"Notes and Records the Royal Society Journal of the History of Science","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Marine biology; Geography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002702827,0.0003555077,0.000334452,0.001890355,0.003060037,0.003743147,0.0004545908,0.001273707,0.006981284],"category_scores_gemma":[0.005806233,0.0002367054,0.0002653348,0.002127178,0.00289718,0.001604535,0.001754859,0.00162763,0.002108108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002454814,"about_ca_system_score_gemma":0.002626381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006021378,"about_ca_topic_score_gemma":0.007384197,"domain_scores_codex":[0.9982646,0.0005543426,0.00008214382,0.0003131471,0.0005746108,0.0002111684],"domain_scores_gemma":[0.9967306,0.0016692,0.0004689,0.0003009914,0.0004539939,0.0003763361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001781439,0.0000398206,0.005583538,0.0009407297,0.00003115229,0.002484691,0.02692278,0.0004411177,0.0007495647,0.2271375,0.5172224,0.2182685],"study_design_scores_gemma":[0.000001564042,0.000004931047,0.001690946,0.0001556656,0.000002143495,0.0003541601,0.0005379799,0.00001789701,0.0001250954,0.001960869,0.9951416,0.000007113606],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03202178,0.1532718,0.002782521,0.1376942,0.03870742,0.00003701007,0.0008516929,0.0002360446,0.6343975],"genre_scores_gemma":[0.5544185,0.08035129,0.003272011,0.01703519,0.02689627,0.00005679001,0.0004321578,0.0005620185,0.3169758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.99694,"threshold_uncertainty_score":0.02335471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568779704185633,"score_gpt":0.2288098217033797,"score_spread":0.2131220246615233,"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."}}