{"id":"W2611953355","doi":"10.3917/i2d.171.0054","title":"Le BiblioLab : un lieu d’expérimentation","year":2017,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001386027,0.0002207276,0.0002135255,0.0003177423,0.003045102,0.002065943,0.0008177931,0.0002132574,0.001471111],"category_scores_gemma":[0.0004275607,0.0002473776,0.0001280973,0.0004569813,0.0004487813,0.01609785,0.0001738051,0.0002032858,0.002380132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190091,"about_ca_system_score_gemma":0.0006646996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007552549,"about_ca_topic_score_gemma":0.0002093849,"domain_scores_codex":[0.9976926,0.0002397569,0.0006442319,0.000192085,0.0007503161,0.0004810279],"domain_scores_gemma":[0.9978311,0.0001264066,0.0009470973,0.0005163996,0.0003285946,0.0002503931],"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":[0.00002254067,0.0001676193,0.003351385,0.00008264736,0.00009178331,8.292349e-7,0.01631581,0.00004129401,0.00004435056,0.5637088,0.02201086,0.3941621],"study_design_scores_gemma":[0.0008025914,0.00005064018,0.02933509,0.0001159375,0.00004326834,0.00000247658,0.004255203,0.00008030796,0.001143501,0.02403497,0.9398454,0.0002905561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1808631,0.001698096,0.002264046,0.05071964,0.01319524,0.0009044646,0.00008738327,0.00010861,0.7501594],"genre_scores_gemma":[0.9405982,0.004764472,0.01210417,0.002716396,0.00126278,0.0001151044,0.0001990881,0.00002170698,0.03821809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9178346,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267027011640734,"score_gpt":0.3820154419022211,"score_spread":0.3393451717858137,"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."}}