{"id":"W1547882546","doi":"10.1522/cla.ala.ide1","title":"Ide?es","year":2003,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":["sts"],"category_scores_codex":[0.002552099,0.0008648981,0.001162737,0.0003623063,0.01231331,0.0005321714,0.001638564,0.000997551,0.0009881736],"category_scores_gemma":[0.0004504835,0.0008174058,0.0009725682,0.002470136,0.2939547,0.0007939563,0.0003401108,0.0007473601,0.0005051593],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004678478,"about_ca_system_score_gemma":0.009400522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002941311,"about_ca_topic_score_gemma":0.01015158,"domain_scores_codex":[0.992759,0.001505648,0.0008688213,0.001301376,0.001607438,0.001957723],"domain_scores_gemma":[0.9965913,0.001256563,0.0008334102,0.0003523599,0.0004850993,0.0004812935],"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":[0.00000409878,0.00008621286,0.003276807,0.0001048656,0.000131659,0.0000129511,0.01002106,0.000005915218,0.000004762397,0.8291309,0.1477117,0.009509029],"study_design_scores_gemma":[0.00009064587,0.0002527965,0.0002103875,0.0002755947,0.0001247571,0.000002985063,0.01484406,0.000009879962,0.00000651588,0.3500721,0.6334068,0.0007034288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003977336,0.02289502,0.0003249441,0.002959879,0.002919989,0.0004927306,0.00007514705,0.0002546343,0.9661003],"genre_scores_gemma":[0.11736,0.03197854,0.009303153,0.001863056,0.003318532,0.000073002,0.00001913616,0.0001149712,0.8359696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4856952,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2532937643782729,"score_gpt":0.3848097037944627,"score_spread":0.1315159394161898,"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."}}