{"id":"W2990069109","doi":"","title":": Démonstration","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Humanities; Art; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009699363,0.0006110026,0.0006864748,0.0002999418,0.0004590343,0.0005664874,0.001739369,0.001059089,0.0136855],"category_scores_gemma":[0.002304055,0.0006598973,0.0004679364,0.0007148359,0.001006473,0.0001677771,0.0012671,0.00216375,0.005906137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733578,"about_ca_system_score_gemma":0.000498227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149403,"about_ca_topic_score_gemma":0.001170611,"domain_scores_codex":[0.9723693,0.02339776,0.000921675,0.001712966,0.0007004663,0.0008978797],"domain_scores_gemma":[0.9867822,0.005184826,0.0006153698,0.003068186,0.003938831,0.0004105906],"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":[0.00007981645,0.001362015,0.01107035,0.0001999269,0.000261863,0.000032026,0.006473968,0.00001068627,0.0022347,0.4975505,0.005878849,0.4748453],"study_design_scores_gemma":[0.004599389,0.000006403646,0.1842556,0.005952279,0.0002779885,0.0001967375,0.001457479,0.005198125,0.01498796,0.04359763,0.7371207,0.002349667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1142169,0.003111634,0.09693933,0.02856041,0.001242358,0.00110415,0.0002231713,0.0001734605,0.7544286],"genre_scores_gemma":[0.760665,0.001391873,0.01013881,0.0003830982,0.00009953137,0.0001240184,0.0007960795,0.00007204767,0.2263296],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7312419,"threshold_uncertainty_score":0.9995852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505938975657277,"score_gpt":0.3260166080070811,"score_spread":0.2809572182505083,"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."}}