{"id":"W3155394977","doi":"10.4000/reperes.3154","title":"Réalisation d’une recherche sur les compétences lectorales des élèves et les pratiques d’enseignement en lecture : choix, apports, limites et compromis méthodologiques","year":2020,"lang":"fr","type":"article","venue":"Repères","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009909502,0.0004178059,0.0005519906,0.00008239018,0.001039318,0.0002554644,0.0004180052,0.000851989,0.0003284253],"category_scores_gemma":[0.01220869,0.0003921466,0.0002042141,0.0006603342,0.002610072,0.0006437851,0.00007950101,0.0009674751,0.00001121763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242469,"about_ca_system_score_gemma":0.0009732264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210653,"about_ca_topic_score_gemma":0.01222104,"domain_scores_codex":[0.9817455,0.01596146,0.0006746168,0.0006976772,0.0004090381,0.000511707],"domain_scores_gemma":[0.9858721,0.01266741,0.0005122697,0.0001921217,0.000545194,0.0002109386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005789873,0.0003668062,0.05539713,0.0005224817,0.0002805983,0.000004937037,0.7490892,0.0002796091,0.001463989,0.1222054,0.01718726,0.05314469],"study_design_scores_gemma":[0.0005070562,0.001404481,0.2066057,0.0009140791,0.0002546536,0.00001376277,0.5514124,0.0006520544,0.002686579,0.1055074,0.1287714,0.001270446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6157994,0.03215993,0.009884801,0.3378688,0.0006643317,0.00057548,0.00004959115,0.0003449808,0.002652691],"genre_scores_gemma":[0.8680703,0.02646659,0.09897257,0.003610959,0.001966065,0.00009712739,0.000218603,0.00003905928,0.0005587384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3342579,"threshold_uncertainty_score":0.999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6148479585724882,"score_gpt":0.4888163291429028,"score_spread":0.1260316294295854,"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."}}