{"id":"W4255059350","doi":"10.7202/1036088ar","title":"Thèses","year":2015,"lang":"fr","type":"article","venue":"Études/Inuit/Studies","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001384754,0.0005939476,0.001159348,0.0001046623,0.001169037,0.0001304355,0.0006095204,0.0003386277,0.0002246781],"category_scores_gemma":[0.002316142,0.0005505604,0.0003623334,0.001042775,0.004513419,0.000568716,0.0005510488,0.0003972988,0.00133591],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009190274,"about_ca_system_score_gemma":0.003137324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01677101,"about_ca_topic_score_gemma":0.6365243,"domain_scores_codex":[0.9957387,0.0005193042,0.0006491556,0.0006879599,0.001196672,0.001208163],"domain_scores_gemma":[0.9970661,0.000654572,0.0002983541,0.0003671498,0.001109705,0.0005041403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009779405,0.0001015787,0.0001400407,0.000079427,0.0008279416,0.00003963465,0.5544789,0.000008396712,0.000002396839,0.2980209,0.1444764,0.001814537],"study_design_scores_gemma":[0.0004912504,0.0002132221,0.00009501549,0.0002688671,0.0002763915,0.000003464605,0.7093958,0.000008172971,0.00001228242,0.07717717,0.2114556,0.0006027329],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3365837,0.5872601,3.029924e-7,0.01407291,0.01615292,0.0005142633,0.0000749901,0.0003148469,0.04502596],"genre_scores_gemma":[0.8580512,0.04273361,0.0003682734,0.001168412,0.004212288,0.00007292377,0.000001976229,0.00004401346,0.09334733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6197532,"threshold_uncertainty_score":0.9996946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.254225074144838,"score_gpt":0.3706945101471506,"score_spread":0.1164694360023126,"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."}}