{"id":"W1896807588","doi":"","title":"L’année-Machine","year":2007,"lang":"fr","type":"article","venue":"Espace Sculpture","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial neural network; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00161069,0.001756488,0.001403289,0.00178308,0.00267593,0.00723748,0.001645984,0.003003081,0.1299479],"category_scores_gemma":[0.007036727,0.0006702531,0.001854461,0.001350817,0.002061837,0.005391472,0.002321482,0.004198289,0.05449071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205017,"about_ca_system_score_gemma":0.00176316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169157,"about_ca_topic_score_gemma":0.01227751,"domain_scores_codex":[0.9970094,0.0007385095,0.000105945,0.0007890653,0.001107494,0.000249624],"domain_scores_gemma":[0.9972856,0.001063,0.0000640396,0.0007739107,0.0006351219,0.0001783746],"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":[0.0003629746,0.0001141597,0.001157286,0.0002741553,0.00007729464,0.0004310549,0.0006642899,0.007916222,0.004267708,0.4252299,0.2087758,0.3507292],"study_design_scores_gemma":[0.00005887221,0.00004234373,0.0009271798,0.0001035856,0.00001311709,0.0004302312,0.0001300828,0.01310282,0.002682446,0.0315038,0.9509577,0.00004797546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01334865,0.003805302,0.3661442,0.01250733,0.007109515,0.0002645789,0.00317271,0.02103098,0.5726168],"genre_scores_gemma":[0.1693311,0.002952477,0.1614298,0.002798841,0.00381631,0.0005454943,0.005170757,0.006206176,0.6477489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1299479,"threshold_uncertainty_score":0.4347189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239487197173423,"score_gpt":0.2756753177096463,"score_spread":0.251726597992304,"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."}}