{"id":"W2128444398","doi":"10.7202/031702ar","title":"La construction de réponses à des problèmes impossibles","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01554484,0.0001698137,0.0001650656,0.0002118374,0.002821177,0.0002355007,0.0003620366,0.0002949044,0.0001366447],"category_scores_gemma":[0.00282856,0.0001905102,0.00009381826,0.001385685,0.02048614,0.000882189,0.00002192917,0.0002225687,0.00003808353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517263,"about_ca_system_score_gemma":0.002627318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861407,"about_ca_topic_score_gemma":0.001949253,"domain_scores_codex":[0.9967691,0.001438793,0.0003817017,0.0003894927,0.0002536126,0.000767349],"domain_scores_gemma":[0.9965023,0.002563703,0.0002806998,0.00013258,0.0002985107,0.0002221476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003787211,0.0001365249,0.08196361,0.0001707714,0.00001634473,0.000001161995,0.3106729,0.0001155408,0.0003920887,0.5358056,0.0003170229,0.07040466],"study_design_scores_gemma":[0.0001167164,0.0001278001,0.1423776,0.0004671561,0.00006296307,0.0003241418,0.5661555,0.000371458,0.00033311,0.2752017,0.01413968,0.0003222233],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141961,0.00513996,0.01434458,0.007478542,0.003320658,0.0002097461,0.000006358377,0.00008050338,0.05522357],"genre_scores_gemma":[0.869432,0.003491003,0.122088,0.0001626468,0.002404367,0.00002666337,0.000008644372,0.00001226903,0.002374439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2606039,"threshold_uncertainty_score":0.998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5952813408755809,"score_gpt":0.5395523836771557,"score_spread":0.05572895719842519,"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."}}