{"id":"W7027865890","doi":"","title":"Dispositif orientant au cours de néerlandais en classe de 6ème qualification","year":2016,"lang":"fr","type":"dissertation","venue":"DIAL (Catholic University of Leuven)","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Professional qualification; Adaptability; Occupational training; Qualitative analysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000445497,0.0003802136,0.0004898124,0.0003315632,0.0008441872,0.00005515479,0.0006073846,0.0006191178,0.0003226774],"category_scores_gemma":[0.00006725851,0.0004466009,0.0002535078,0.00007174204,0.0008624982,0.0002611533,0.00009330928,0.0004421228,0.0001718585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397353,"about_ca_system_score_gemma":0.0004101302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008494595,"about_ca_topic_score_gemma":0.003032144,"domain_scores_codex":[0.9979713,0.0002799513,0.0003450829,0.000506122,0.0003078551,0.0005896863],"domain_scores_gemma":[0.9984499,0.0001838769,0.0006611243,0.0004504526,0.00008049208,0.0001741687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001179729,0.0009523349,0.04386007,0.0005457653,0.0006211491,0.000296975,0.7201459,0.00009001795,0.06157552,0.1253169,0.002119106,0.04329649],"study_design_scores_gemma":[0.002136555,0.0004877589,0.134124,0.0009625622,0.0009472368,0.00004995782,0.1540771,0.0001955903,0.003933995,0.0004894886,0.7013628,0.001233065],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923038,0.0002466178,0.0008296831,0.00106311,0.0006210868,0.0003213682,0.001017338,0.0001132172,0.003483737],"genre_scores_gemma":[0.9700239,0.0004389153,0.0003221491,0.00003111259,0.0004547063,0.000002786363,0.001013189,0.00005112451,0.02766212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6992437,"threshold_uncertainty_score":0.9997986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080663742264936,"score_gpt":0.2173283725441369,"score_spread":0.2065217351214875,"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."}}