{"id":"W4281726058","doi":"10.4000/methodos.8833","title":"Argumentation and Arabic Philosophy of Language : Introduction","year":2022,"lang":"fr","type":"article","venue":"Méthodos","topic":"Families in Therapy and Culture","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Argumentation theory; Arabic; Philosophy of language; Linguistics; Computer science; Natural language processing; Philosophy; Epistemology; Metaphysics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004778059,0.000106736,0.0001539433,0.00005838362,0.0001506058,0.00000773469,0.00009871923,0.0000746632,0.009754003],"category_scores_gemma":[0.00002005922,0.0001189742,0.00005068966,0.0001945663,0.0001543362,0.00006653696,0.0000576275,0.0002784201,0.00003545386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005154668,"about_ca_system_score_gemma":0.000009530762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005888643,"about_ca_topic_score_gemma":0.000003371495,"domain_scores_codex":[0.998501,0.0007627402,0.0001987991,0.000250171,0.0001391214,0.0001481771],"domain_scores_gemma":[0.9995419,0.00005239854,0.0001208911,0.0002348555,0.0000202668,0.00002966468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001071021,0.001139554,0.001280749,0.0004382892,0.0004366301,0.00007317497,0.1567632,0.0004110018,0.0861488,0.2884754,0.09979497,0.3639672],"study_design_scores_gemma":[0.004300238,0.00218426,0.006543319,0.00005156823,0.0002827626,0.0006101459,0.0894241,0.0002018408,0.009157748,0.04817087,0.8384452,0.0006279718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834457,0.05776532,0.0006177107,0.02713466,0.009166295,0.0004926426,0.0002018109,0.00005004539,0.02112577],"genre_scores_gemma":[0.9460315,0.0003122959,0.001600498,0.001274333,0.001981958,0.0000874881,0.000115293,0.00003013367,0.04856656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7386502,"threshold_uncertainty_score":0.9911512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515761194970061,"score_gpt":0.3223611395629166,"score_spread":0.2972035276132159,"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."}}