{"id":"W3102160183","doi":"10.17184/eac.anthropen.017","title":"Langue et culture","year":2016,"lang":"fr","type":"article","venue":"Anthropen","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Linguistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507479,0.0003883122,0.0005968249,0.001575156,0.003910356,0.009069257,0.0004923957,0.001156021,0.01487205],"category_scores_gemma":[0.002675336,0.0001228618,0.0003217358,0.002696165,0.009864517,0.004641119,0.003896381,0.002090885,0.00193532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377354,"about_ca_system_score_gemma":0.002100065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02309898,"about_ca_topic_score_gemma":0.02140591,"domain_scores_codex":[0.9975365,0.001296992,0.0001034079,0.0003775055,0.000316572,0.0003689648],"domain_scores_gemma":[0.9988497,0.0004488156,0.0001451053,0.0001488858,0.0002142627,0.0001931324],"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":[0.00005371806,0.00002435329,0.006576518,0.0002401615,0.00003454971,0.0002968543,0.06295364,0.0001027485,0.0004565674,0.8469403,0.01759399,0.06472658],"study_design_scores_gemma":[0.000008620821,0.00007221912,0.01812204,0.0007807636,0.00002954951,0.0006254746,0.03375519,0.0001153614,0.0002661105,0.1056804,0.8404847,0.00005953486],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1007347,0.05579004,0.002397319,0.03931698,0.001302967,0.0000333848,0.0006727994,0.0001143501,0.7996374],"genre_scores_gemma":[0.9282085,0.01800831,0.00098008,0.007278579,0.000483095,0.0000461994,0.0003130678,0.0001032682,0.04457893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02309898,"threshold_uncertainty_score":0.04975194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754753871803395,"score_gpt":0.3784022263259422,"score_spread":0.3508546876079082,"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."}}