{"id":"W3024906910","doi":"","title":"Figures et frontières notionnelles","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003106644,0.002930416,0.002087276,0.008008068,0.007583066,0.02091116,0.001414318,0.004175317,0.03069868],"category_scores_gemma":[0.01137556,0.001545505,0.002578648,0.00935236,0.01238229,0.01671121,0.002671545,0.01242247,0.007937319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01019278,"about_ca_system_score_gemma":0.002057896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03896055,"about_ca_topic_score_gemma":0.01488651,"domain_scores_codex":[0.9956949,0.001656509,0.0002281873,0.000975733,0.001035829,0.0004089058],"domain_scores_gemma":[0.9936266,0.003893133,0.000573777,0.0004974011,0.00106874,0.0003403497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003283038,0.000009239046,0.000103537,0.00006754381,0.00001353182,0.0001079342,0.001038351,0.0007642522,0.0002745427,0.989532,0.002850564,0.005205751],"study_design_scores_gemma":[0.0001311836,0.00005408408,0.002275832,0.0002217255,0.00004979609,0.0008764262,0.004007648,0.004923115,0.001151122,0.6693133,0.3169028,0.00009298105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09961797,0.01104909,0.2748917,0.01429569,0.002640844,0.0001911228,0.004593713,0.001899458,0.5908205],"genre_scores_gemma":[0.6504567,0.01793491,0.12463,0.001106409,0.00358802,0.0008532013,0.005734777,0.00152784,0.1941682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03896055,"threshold_uncertainty_score":0.1026973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307243238632951,"score_gpt":0.2454517820463613,"score_spread":0.2223793496600318,"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."}}