{"id":"W1513672721","doi":"10.21432/t2xs3f","title":"Cliquer, glisser, dactylographier ou sélectionner dans un menu déroulant : manipulations préférées des étudiants universitaires&lt;br&gt; Click, slide, type or select in a pop-up menu: Favourite manipulations of French-as-a-second-language university students","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Art; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003418078,0.0002266468,0.0004328417,0.002188189,0.0009623779,0.0001045392,0.0003282574,0.0003246904,0.001272316],"category_scores_gemma":[0.0003404396,0.0002287394,0.000120831,0.0008421046,0.0008343526,0.0002457009,0.00005114229,0.0009953278,0.00000515035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368327,"about_ca_system_score_gemma":0.0005801571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01498588,"about_ca_topic_score_gemma":0.6664855,"domain_scores_codex":[0.998574,0.000130858,0.0004502267,0.0002450962,0.0001657638,0.0004340871],"domain_scores_gemma":[0.9983893,0.00008971896,0.0004460113,0.0001802857,0.0005859571,0.0003087291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007121103,0.0001739419,0.7584706,0.00005442938,0.0008135763,0.001165353,0.0110516,0.0001532044,0.0005121757,0.2249843,0.0004817193,0.002067861],"study_design_scores_gemma":[0.006643937,0.00340249,0.3319351,0.001127151,0.003223401,0.001259037,0.193717,0.0009055422,0.0003822185,0.01352872,0.4422045,0.001670888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915877,0.002718805,0.00002331489,0.001002351,0.0006067515,0.0001084581,0.00005131594,0.00001791842,0.003883391],"genre_scores_gemma":[0.982248,0.0007297428,0.0001995233,0.000008679262,0.00017564,3.905706e-7,0.00002107889,0.00002310161,0.01659381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514996,"threshold_uncertainty_score":0.9996406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485991081049628,"score_gpt":0.2563255615550357,"score_spread":0.2414656507445394,"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."}}