{"id":"W2513700121","doi":"10.4000/communication.6973","title":"Claire PELTIER (dir.) (2014), La médiatisation de la formation et de l’apprentissage. Mélanges offerts à Daniel Peraya","year":2016,"lang":"fr","type":"article","venue":"Communication","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007815586,0.0001872879,0.0001921067,0.0001022108,0.0004967404,0.0002047086,0.0006975738,0.0005066113,0.001008173],"category_scores_gemma":[0.002011763,0.0001740269,0.00009402981,0.0002456897,0.0006953627,0.001191552,0.0001673506,0.0004676022,0.0001444103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007911862,"about_ca_system_score_gemma":0.0003843705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817306,"about_ca_topic_score_gemma":0.001440934,"domain_scores_codex":[0.9845431,0.01415348,0.0003246468,0.0002193977,0.0003517153,0.0004076163],"domain_scores_gemma":[0.9953721,0.003171025,0.0003415358,0.0008330659,0.0001452096,0.0001371276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000129666,0.0001323177,0.007713588,0.00007250271,0.00003019786,0.000003185007,0.04614292,0.00006024632,0.004712817,0.04642785,0.07357158,0.8211198],"study_design_scores_gemma":[0.0006722651,0.00005384804,0.09079381,0.0005937682,0.00009410065,0.00003519736,0.003766431,0.001853851,0.001067379,0.01346036,0.8872346,0.0003743484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.206977,0.1346021,0.2825495,0.07158136,0.0009589582,0.0009875055,0.00004739802,0.0005898011,0.3017065],"genre_scores_gemma":[0.8931211,0.02002347,0.0496653,0.0003443928,0.0002130765,0.00007740584,0.00007558554,0.00004222662,0.03643748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8207455,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817877093930258,"score_gpt":0.3589160904122834,"score_spread":0.3307373194729808,"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."}}