{"id":"W7090619119","doi":"","title":"Biographie scientifique et vie savante","year":2015,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Religious, Philosophical, and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"","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":[0.001762205,0.0008858839,0.0009048661,0.005007231,0.003971166,0.006641141,0.0004904056,0.002590202,0.06092648],"category_scores_gemma":[0.006190323,0.0002489362,0.0005647278,0.004799083,0.004101927,0.002722507,0.001602639,0.004835861,0.009273768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006650686,"about_ca_system_score_gemma":0.005163497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793943,"about_ca_topic_score_gemma":0.01585755,"domain_scores_codex":[0.9986003,0.0005622397,0.00007769277,0.0002287316,0.0004127206,0.0001182815],"domain_scores_gemma":[0.9968204,0.001361446,0.0002341171,0.0002420847,0.001049283,0.0002926913],"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":[0.0001002866,0.00003486319,0.0008267832,0.0008515447,0.00005255181,0.0002818716,0.007143417,0.0003984854,0.001627539,0.4399803,0.4484471,0.1002552],"study_design_scores_gemma":[0.00000320556,0.000007123677,0.0007323918,0.0001868516,0.000004082202,0.0001343188,0.0003987699,0.00007956375,0.00008111729,0.007984173,0.9903806,0.000007723082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009328758,0.1618494,0.004202355,0.1290416,0.08104421,0.00006206391,0.00161046,0.0002282965,0.6126328],"genre_scores_gemma":[0.1705357,0.09503548,0.00284868,0.008484989,0.08012107,0.0002004014,0.0009748394,0.0004771525,0.6413217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9960288,"threshold_uncertainty_score":0.2038194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067372270285077,"score_gpt":0.2865440405688507,"score_spread":0.2458703178659999,"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."}}