{"id":"W2893000956","doi":"10.14428/emulations.012.009","title":"Recension d’ouvrage","year":2018,"lang":"fr","type":"article","venue":"Emulations - Revue de sciences sociales","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy","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","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001937454,0.0002245722,0.0003177036,0.0001375056,0.00711567,0.000250488,0.0005206583,0.0003197081,0.001775035],"category_scores_gemma":[0.001114137,0.0002530075,0.0002076801,0.002543344,0.01700809,0.0005739823,0.0001311181,0.0002246451,0.0007853262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307491,"about_ca_system_score_gemma":0.001308624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0128218,"about_ca_topic_score_gemma":0.02324557,"domain_scores_codex":[0.9969884,0.000657976,0.0003956252,0.0005020429,0.0005513129,0.0009046979],"domain_scores_gemma":[0.9984269,0.0005555369,0.0002406311,0.0001801414,0.0003815814,0.0002151978],"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":[0.000002371843,0.00008510111,0.003470035,0.00002243916,0.00002634487,0.000003851598,0.04158138,0.00007876689,0.00003458037,0.9073921,0.03616453,0.01113849],"study_design_scores_gemma":[0.0001697043,0.0001685471,0.0131447,0.0002153893,0.00006940701,0.000003330454,0.008027832,0.001977901,0.00002581418,0.1984415,0.7773275,0.0004283728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07303915,0.03404812,0.002389743,0.06153198,0.01494211,0.0005139767,0.00006028208,0.0002462795,0.8132284],"genre_scores_gemma":[0.8955852,0.002767105,0.005395019,0.0006358219,0.01007389,0.00001339302,0.0000053075,0.00001921395,0.08550504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8225461,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2286716406693159,"score_gpt":0.3627109471467422,"score_spread":0.1340393064774263,"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."}}