{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000232937,0.000174315,0.0001862689,0.00004303161,0.0001189826,0.00004808754,0.0002217218,0.0002496202,0.1338716],"category_scores_gemma":[0.00003979804,0.0001167776,0.00008563635,0.0001507071,0.0002879174,0.0002582258,0.00005336451,0.0001136929,0.01954805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004874661,"about_ca_system_score_gemma":0.00004780931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005151595,"about_ca_topic_score_gemma":0.002444841,"domain_scores_codex":[0.9987283,0.0002756142,0.0002035913,0.000342792,0.0001203956,0.0003292919],"domain_scores_gemma":[0.9992778,0.00004820374,0.00007369302,0.0004220047,0.00007852721,0.0000997367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003470607,0.0002719047,0.006607846,0.00002721178,0.00008718744,0.00006958601,0.02457592,3.134285e-7,0.005861276,0.1014609,0.7794674,0.08153579],"study_design_scores_gemma":[0.0009807132,0.0001156103,0.03659904,0.0000937208,0.00004171145,0.00006555428,0.002849788,8.270765e-7,0.0002117462,0.0005710822,0.9582387,0.0002314884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04728563,0.0127807,0.006850706,0.05991526,0.00826434,0.0005797983,0.0004245916,0.000195226,0.8637037],"genre_scores_gemma":[0.388291,0.003093956,0.0001051522,0.001860847,0.001152991,0.00001288173,0.00008505292,0.00003706137,0.6053611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3410054,"threshold_uncertainty_score":0.9812154,"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."}}