{"id":"W3091386271","doi":"10.33137/aestimatio.v11i0.26060","title":"Artisan/Practitioners and the Rise of the New Sciences, 1400–1600","year":2015,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Philosophy, Science, and History","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Engineering ethics; Engineering","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":[0.0024239,0.0000879935,0.0001758,0.0001052429,0.001096414,0.00004266664,0.0006292258,0.00000953629,0.000009440826],"category_scores_gemma":[0.000420722,0.00004007133,0.00003219015,0.0001785968,0.05971868,0.0004224653,0.0001474854,0.00009191307,0.000001632819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055125,"about_ca_system_score_gemma":0.0003173711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008710237,"about_ca_topic_score_gemma":0.0004941084,"domain_scores_codex":[0.9987951,0.00009094195,0.0002217157,0.0001835555,0.0005612409,0.0001474812],"domain_scores_gemma":[0.9991718,0.0002325655,0.0002293665,0.0002053824,0.0001193151,0.0000415582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001493064,0.00002099329,0.0001986117,0.0000196242,0.000005117902,3.285548e-7,0.6129729,0.00008943652,0.00001629071,0.3671539,0.01890445,0.0006034238],"study_design_scores_gemma":[0.001268184,0.0002448296,0.001548378,0.0001838146,0.00008145583,0.00002770154,0.2442999,0.002784234,0.00001747997,0.1223518,0.6269181,0.0002740384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5827314,0.1097736,0.00002799177,0.0146099,0.004471813,0.0005440736,0.000007828075,0.00002371253,0.2878097],"genre_scores_gemma":[0.9967653,0.0002155656,0.0001518624,0.0003835165,0.00007132822,0.000006472164,4.076993e-8,0.000002100438,0.002403842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6080137,"threshold_uncertainty_score":0.9428402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123156197629251,"score_gpt":0.2863287533010579,"score_spread":0.1631725556718069,"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."}}