{"id":"W4312693288","doi":"10.14375/np.9791037011398","title":"Éloge des ratés","year":2020,"lang":"fr","type":"book","venue":"Hermann eBooks","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002035273,0.0004399804,0.0006329536,0.00004640705,0.001471239,0.00005242789,0.0004687722,0.000426276,0.001131055],"category_scores_gemma":[0.00006384752,0.000417548,0.0003552339,0.00009927233,0.002833196,0.000101297,0.0001983174,0.000615638,0.003884084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006244259,"about_ca_system_score_gemma":0.0004540556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004447966,"about_ca_topic_score_gemma":0.0004396578,"domain_scores_codex":[0.9975457,0.0003532287,0.0004306888,0.000549576,0.0004871679,0.0006336769],"domain_scores_gemma":[0.9988626,0.0002129571,0.0001714361,0.0002201377,0.0001130035,0.0004198198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003694701,0.00006350628,0.0002992985,0.0004769942,0.0002766848,0.0003812405,0.1326301,0.000001182005,0.00003361031,0.4795535,0.2264203,0.1598267],"study_design_scores_gemma":[0.000141059,0.0001128396,0.0001462053,0.0001672011,0.0000994849,0.000002780023,0.000297623,0.00000613919,0.000007625816,0.01092448,0.9876269,0.0004676697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001143751,0.004534779,0.00002224532,0.001013698,0.001923413,0.0003101562,0.00006384047,0.0001663598,0.9908218],"genre_scores_gemma":[0.009185184,0.0002577938,0.0002509028,0.001870155,0.003466546,0.00003473308,0.00002352781,0.0000462508,0.9848649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7612066,"threshold_uncertainty_score":0.9998805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06935698636034386,"score_gpt":0.2795474493946651,"score_spread":0.2101904630343213,"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."}}