{"id":"W3090961625","doi":"10.33137/aestimatio.v3i0.25788","title":"Ships and Science: The Birth of Naval Architecture in the Scientific Revolution, 1600-1800","year":2015,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scientific revolution; Architecture; History; Engineering; Philosophy; Archaeology; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004918226,0.00008006178,0.0001441425,0.000205895,0.000970465,0.00004688832,0.0007069611,0.00001018044,0.000007347494],"category_scores_gemma":[0.0004188978,0.00003660828,0.00001603877,0.0003094591,0.06366648,0.0001929223,0.0002917849,0.0001276528,6.512436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005361241,"about_ca_system_score_gemma":0.0002049119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005240541,"about_ca_topic_score_gemma":0.00225032,"domain_scores_codex":[0.9987482,0.0001111831,0.0002083246,0.0002069416,0.0005304037,0.0001949358],"domain_scores_gemma":[0.9992244,0.0002274507,0.0001108653,0.0002248691,0.0001885573,0.00002385345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001290178,0.000025532,0.001720834,0.00004324933,0.0000022919,0.000001019725,0.8528455,0.00004882501,0.0000404504,0.1415382,0.001347303,0.002373894],"study_design_scores_gemma":[0.0005400454,0.0006229694,0.0200725,0.0001921903,0.00003136857,0.00007568117,0.6151906,0.002212511,0.00002290918,0.1664978,0.1942721,0.0002693364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758825,0.01056511,0.00001076269,0.001971547,0.000489051,0.0001678581,0.000003675978,0.000004294858,0.01090522],"genre_scores_gemma":[0.9984415,0.00005278352,0.0001274955,0.0001757939,0.00002965367,0.00001080472,1.953945e-7,0.000001653431,0.001160076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237655,"threshold_uncertainty_score":0.9388817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349609422363069,"score_gpt":0.2762491941359477,"score_spread":0.182753099912317,"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."}}