{"id":"W201160464","doi":"10.4000/alsic.2173","title":"Représentations et construction des connaissances sur support électronique : l'apprentissage du français langue seconde par les forums de discussions électroniques","year":2003,"lang":"fr","type":"article","venue":"Alsic","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007674505,0.0003253319,0.0003380371,0.0001154209,0.002272692,0.0003725974,0.0001471697,0.0001721651,0.01063977],"category_scores_gemma":[0.0002436866,0.0002951218,0.0002231734,0.00007981734,0.001358269,0.0006045882,0.0000313419,0.0007799965,0.00007160935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361257,"about_ca_system_score_gemma":0.0002001132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363847,"about_ca_topic_score_gemma":0.01357053,"domain_scores_codex":[0.9971617,0.001073978,0.0004302446,0.0004236327,0.0001680187,0.0007424089],"domain_scores_gemma":[0.9989061,0.0003294469,0.0002183843,0.0002778418,0.000110588,0.0001576379],"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":[0.00001578011,0.0002501738,0.04328091,0.000167435,0.0002174926,0.0000269359,0.1045572,0.0001167483,0.000901115,0.8074865,0.02663645,0.01634319],"study_design_scores_gemma":[0.0008371024,0.0004316774,0.02881112,0.0005116229,0.0003193246,0.0003472934,0.05281451,0.0001417248,0.006946314,0.03657543,0.8714124,0.0008514627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8627025,0.01041973,0.004952937,0.003553366,0.001156556,0.0003467847,0.0001678029,0.0003669556,0.1163334],"genre_scores_gemma":[0.9789985,0.001310107,0.001104458,0.0002663973,0.0004109674,0.00006638391,0.000136207,0.00006179179,0.01764517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.844776,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446687436883258,"score_gpt":0.2879494185660691,"score_spread":0.2634825441972365,"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."}}