{"id":"W971615398","doi":"","title":"New Elements of Technology","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Notice; Epistemology; Dichotomy; Logos Bible Software; History; Greeks; Sociology; Aesthetics; Environmental ethics; Philosophy; Computer science; Law; Political science; Classics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002929463,0.001054547,0.0008755223,0.002282516,0.003843847,0.01286876,0.001618789,0.004221092,0.04028064],"category_scores_gemma":[0.005755731,0.0004814062,0.000895651,0.001872537,0.01838593,0.01762569,0.00803784,0.007171941,0.01254184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005550209,"about_ca_system_score_gemma":0.004290438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907616,"about_ca_topic_score_gemma":0.002006487,"domain_scores_codex":[0.9956256,0.001475579,0.0002669929,0.000770909,0.001461213,0.0003996934],"domain_scores_gemma":[0.9973706,0.0008633934,0.0001375569,0.0008398468,0.0005054112,0.0002832014],"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":[0.000007445672,0.000007921146,0.00006997166,0.00008007577,0.000005341591,0.0000433653,0.0007868747,0.0001034244,0.0001182344,0.9719425,0.01335149,0.01348341],"study_design_scores_gemma":[0.000004821231,0.00001375423,0.00008256915,0.0002392638,0.000004660499,0.0001385029,0.000400337,0.0001391265,0.0001245092,0.274465,0.7243773,0.00001011793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001964571,0.02620674,0.02282536,0.03408928,0.005224213,0.00009230588,0.0001834182,0.0002712992,0.9091427],"genre_scores_gemma":[0.2379452,0.0597179,0.0372522,0.02245442,0.008737461,0.0007867967,0.0005129998,0.0005904373,0.6320026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04028064,"threshold_uncertainty_score":0.1347522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100185108287483,"score_gpt":0.2308835792972032,"score_spread":0.2098817282143284,"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."}}