{"id":"W2899609446","doi":"10.4000/ced.954","title":"Quand les contextes se comparent et se parlent","year":2017,"lang":"fr","type":"article","venue":"Contextes et didactiques","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Philosophy","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001632927,0.0004569682,0.0006254512,0.0001224814,0.002021099,0.001461939,0.0009292847,0.0003289218,0.003904686],"category_scores_gemma":[0.000951251,0.0004582925,0.0003909686,0.0000958782,0.002108329,0.001228959,0.0001758612,0.0005655235,0.000302162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102648,"about_ca_system_score_gemma":0.0005111577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1170093,"about_ca_topic_score_gemma":0.09968445,"domain_scores_codex":[0.9961596,0.001441158,0.0005583526,0.0006208014,0.0004776662,0.0007424325],"domain_scores_gemma":[0.9963769,0.001077457,0.0007375792,0.0008829543,0.0004455765,0.0004794858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008261671,0.0009413292,0.3109834,0.0001168776,0.0002555684,0.00001715659,0.1315029,0.000004302234,0.00009999586,0.3996998,0.03339254,0.1229036],"study_design_scores_gemma":[0.0005314513,0.0001429739,0.2281713,0.0003287465,0.00008105984,0.000004294205,0.02418979,0.00003396744,0.0002735964,0.005358597,0.7404225,0.0004617428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6225256,0.04260927,0.0002585042,0.1568988,0.006144745,0.0007355674,0.0001756888,0.0002193596,0.1704325],"genre_scores_gemma":[0.9506478,0.01202645,0.0001824427,0.003411529,0.0005245951,0.00007295965,0.00003587815,0.00003759795,0.03306074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7070299,"threshold_uncertainty_score":0.9997869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.261740110255971,"score_gpt":0.4704879500786046,"score_spread":0.2087478398226335,"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."}}