{"id":"W635136436","doi":"10.71781/5317","title":"Compréhension en lecture : portraits d'élèves en difficulté d'apprentissage du début du secondaire","year":2008,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Psychology; Humanities; Art; Art history","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007108526,0.0008657544,0.0008779985,0.000392217,0.01504616,0.0001225414,0.0009735511,0.001490163,0.000612808],"category_scores_gemma":[0.0006014051,0.0009762254,0.0007155405,0.0008119679,0.0009912128,0.0006542464,0.0002621132,0.001436589,0.000133723],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006268141,"about_ca_system_score_gemma":0.00255272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04525385,"about_ca_topic_score_gemma":0.02309897,"domain_scores_codex":[0.9936709,0.002066835,0.0006934586,0.00118823,0.001473393,0.0009071648],"domain_scores_gemma":[0.9967328,0.0008260513,0.0008242148,0.0004799019,0.0004929623,0.0006440405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003935548,0.0005678349,0.03172613,0.0003177528,0.0007044975,0.01129929,0.8515068,0.008925016,0.02450404,0.01316467,0.00321237,0.05367801],"study_design_scores_gemma":[0.001811463,0.0002356604,0.3423176,0.000811132,0.000766957,0.002295045,0.2871281,0.002172739,0.005020865,0.000205698,0.3553504,0.001884351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148414,0.02910804,0.0009293412,0.001293793,0.004352861,0.0006491919,0.00007943662,0.0003311918,0.04841481],"genre_scores_gemma":[0.9138914,0.00331293,0.003450641,0.0001407408,0.001375007,0.00002627106,0.001044627,0.00007758064,0.07668082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5643787,"threshold_uncertainty_score":0.9998061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005245299366535102,"score_gpt":0.1970892458628507,"score_spread":0.1918439464963156,"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."}}