{"id":"W4226190222","doi":"10.4000/reperes.4704","title":"Motivation à écrire et collaboration par clavardage chez des élèves du secondaire en difficulté","year":2021,"lang":"fr","type":"article","venue":"Repères","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002950954,0.0002328587,0.0003078183,0.00007228837,0.0007577628,0.0008728479,0.00009740004,0.0001324116,0.005547986],"category_scores_gemma":[0.0009479829,0.0002177344,0.0001847362,0.0001389781,0.0003216701,0.0003401128,0.00006842813,0.0001616803,0.00008083114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009088976,"about_ca_system_score_gemma":0.0002524859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006907864,"about_ca_topic_score_gemma":0.003039107,"domain_scores_codex":[0.9984412,0.0002702612,0.0003971065,0.0003692733,0.0002517379,0.0002704212],"domain_scores_gemma":[0.9984257,0.0001992349,0.0001745999,0.0002881951,0.0008165198,0.00009576283],"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":[0.00001992186,0.0004962732,0.00888874,0.0003561616,0.000464711,0.0001678005,0.1267056,0.0004493016,0.0007809736,0.8380245,0.01886513,0.004780868],"study_design_scores_gemma":[0.0005994755,0.0001025546,0.05812126,0.0003919156,0.0006762135,0.00001410772,0.1044369,0.001648994,0.004941348,0.01099106,0.8174697,0.0006065472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524215,0.009940539,0.00007464996,0.009076577,0.001164583,0.0001253815,0.0003898302,0.00006894943,0.126738],"genre_scores_gemma":[0.9575391,0.003075043,0.0001325404,0.0004033579,0.003391333,0.00001188074,0.0004368794,0.00003111346,0.03497868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8270334,"threshold_uncertainty_score":0.9953611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940699112770855,"score_gpt":0.2617018433633662,"score_spread":0.2422948522356576,"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."}}