{"id":"W2489532534","doi":"10.1522/cla.fae.def","title":"De?fense et illustration de la machine","year":2003,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Philosophy; Political 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"],"consensus_categories":["sts"],"category_scores_codex":[0.006046992,0.0005373392,0.0006251939,0.0002274739,0.005831604,0.0006551149,0.0008007126,0.0009318962,0.0003216686],"category_scores_gemma":[0.0006690035,0.0005224873,0.0005077984,0.001276193,0.1443157,0.0005409725,0.0001464105,0.0007926009,0.00004216146],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004753952,"about_ca_system_score_gemma":0.01206776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007183065,"about_ca_topic_score_gemma":0.01191236,"domain_scores_codex":[0.9927295,0.003860687,0.0005265589,0.0007273848,0.0008523039,0.001303504],"domain_scores_gemma":[0.9966407,0.002036181,0.0005386508,0.0001964075,0.0002365358,0.0003515457],"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":[0.000007298039,0.0001062891,0.00729733,0.00007772855,0.00008174498,0.00001966645,0.02528017,0.00004204362,0.00002198281,0.9128745,0.04674309,0.007448208],"study_design_scores_gemma":[0.0001241821,0.0002289861,0.00116403,0.0002187087,0.0001148363,0.00001311127,0.01172368,0.000119484,0.000009686301,0.4059932,0.5797499,0.000540172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007909847,0.009289393,0.002218228,0.003027561,0.0007069352,0.0003171791,0.00008704926,0.0001687536,0.976275],"genre_scores_gemma":[0.5939258,0.03105419,0.01988159,0.003494589,0.001610114,0.00007333056,0.00003893613,0.00009700061,0.3498245],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6264505,"threshold_uncertainty_score":0.9997227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1697130180730613,"score_gpt":0.3912826836257031,"score_spread":0.2215696655526417,"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."}}