{"id":"W7090619498","doi":"","title":"Biographie scientifique, sociologie d’une vie intellectuelle, vie savante.: Propositions pour un renouvellement de la biographie en histoire des sciences humaines","year":2016,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Human science; Biography; History of technology; History of science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008421741,0.0005706874,0.0007186712,0.004980334,0.008326465,0.01391948,0.0008751436,0.004784011,0.006558655],"category_scores_gemma":[0.01253506,0.0002875765,0.0004247257,0.005991415,0.03608489,0.01146706,0.002761487,0.005367009,0.001009566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008670049,"about_ca_system_score_gemma":0.01542069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02519522,"about_ca_topic_score_gemma":0.02551705,"domain_scores_codex":[0.9963438,0.00243456,0.0001401482,0.0002834613,0.0005706924,0.0002273125],"domain_scores_gemma":[0.9875277,0.008798187,0.0008192303,0.0006105786,0.001726754,0.0005175727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007854805,0.000009153155,0.0003770335,0.0001326165,0.000006686687,0.00008392845,0.02218618,0.00007284803,0.0001389373,0.9510288,0.013667,0.01228903],"study_design_scores_gemma":[0.000007649875,0.00001827101,0.003202045,0.0009216632,0.00001412515,0.000330742,0.02863658,0.0002550198,0.0002503328,0.4309956,0.5353353,0.00003274917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01747886,0.1494116,0.01559326,0.4358773,0.0112752,0.00006768986,0.0002697351,0.00006771064,0.3699587],"genre_scores_gemma":[0.7676029,0.08280658,0.009244433,0.02722718,0.01397824,0.0003521439,0.0002295876,0.0001382828,0.09842076],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9916735,"threshold_uncertainty_score":0.06290591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329476600167153,"score_gpt":0.264319225238308,"score_spread":0.2310244592366364,"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."}}