{"id":"W3007239484","doi":"10.4000/books.pumi.6206","title":"Chapitre XII. Pistes pour la revivification de l’enseignement du français et des lettres","year":2014,"lang":"fr","type":"book-chapter","venue":"Presses universitaires du Midi eBooks","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00190077,0.0006981153,0.0006776442,0.0003083519,0.001337901,0.0002346958,0.001084154,0.0007017868,0.002716569],"category_scores_gemma":[0.0009654238,0.0007807527,0.0004223601,0.00008155636,0.002378597,0.0002429236,0.0003836187,0.000707846,0.000291778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007572432,"about_ca_system_score_gemma":0.0005929764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009322292,"about_ca_topic_score_gemma":0.003438603,"domain_scores_codex":[0.9951022,0.002084785,0.0004684293,0.0008785592,0.0007023838,0.0007635872],"domain_scores_gemma":[0.9956612,0.002217319,0.0006457363,0.0006443035,0.0004783962,0.0003530552],"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":[0.00003844822,0.00004970396,0.0009153899,0.0004189521,0.0002619096,0.0001960344,0.03131293,0.0001362071,0.0009880402,0.8063898,0.002971276,0.1563213],"study_design_scores_gemma":[0.0005666163,0.0001465804,0.002031035,0.00138396,0.0006259391,0.00003604301,0.003092804,0.0003230985,0.0007261364,0.02696437,0.963147,0.0009564557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005749301,0.007792701,0.03291136,0.006048316,0.0003239085,0.0005843,0.00004239044,0.0003318294,0.9462159],"genre_scores_gemma":[0.6478549,0.002353173,0.02351866,0.0004449451,0.0008004106,0.00001950245,0.00004930202,0.000143087,0.324816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9601757,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225846806568881,"score_gpt":0.2512610313417628,"score_spread":0.2286763506848747,"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."}}