{"id":"W4403192661","doi":"10.52358/mm.vi19.419","title":"La collaboration en ligne mise en œuvre par les étudiants : des contextes distincts et de possibles plus-values en termes de découvertes collectives ?","year":2024,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01869064,0.0005152257,0.0006528321,0.002769115,0.01146832,0.02015779,0.001713448,0.002723004,0.00709518],"category_scores_gemma":[0.03675262,0.0004241275,0.0005631474,0.003466035,0.01711006,0.01864057,0.01175634,0.003372047,0.001073387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007417626,"about_ca_system_score_gemma":0.009626025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006779499,"about_ca_topic_score_gemma":0.009551957,"domain_scores_codex":[0.9616007,0.02774482,0.001267536,0.003069101,0.00430072,0.002017149],"domain_scores_gemma":[0.9658478,0.01934838,0.004858466,0.00256253,0.004113866,0.003268806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005491457,0.00005547833,0.006905655,0.0003597704,0.00003865053,0.0004270627,0.801336,0.0001467286,0.0007522066,0.1557428,0.001938513,0.03224217],"study_design_scores_gemma":[0.00001692183,0.00006937013,0.006716021,0.0005256002,0.00003003144,0.0003252294,0.8369599,0.0003291425,0.0005543879,0.05108165,0.1033384,0.00005329902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6492677,0.007666642,0.05520885,0.05579181,0.000988717,0.0002844145,0.0001953669,0.0001686336,0.230428],"genre_scores_gemma":[0.9820973,0.001143162,0.004627718,0.0008344642,0.00008607103,0.0001786092,0.00005795246,0.00004858322,0.01092599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02015779,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253783554032257,"score_gpt":0.3534574556604867,"score_spread":0.3309196201201641,"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."}}