{"id":"W130739678","doi":"","title":"Copmtes rendus: Using the engineering literature","year":2007,"lang":"en","type":"article","venue":"Documentation et bibliothèques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering ethics; Political science; Engineering","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":[0.005761544,0.0007157892,0.0008939076,0.03390813,0.003423804,0.02001628,0.001168995,0.001621392,0.01620528],"category_scores_gemma":[0.03904979,0.0003546941,0.0006763216,0.02516508,0.006116786,0.01974949,0.005504853,0.001710816,0.002575669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003154386,"about_ca_system_score_gemma":0.004484643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015484,"about_ca_topic_score_gemma":0.0330371,"domain_scores_codex":[0.9931936,0.004637108,0.0003945129,0.0004278021,0.001194835,0.0001521852],"domain_scores_gemma":[0.9745153,0.01921089,0.001068116,0.002109219,0.00254118,0.0005553541],"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":[0.00007378314,0.0001031164,0.007397058,0.001472222,0.0001120914,0.0006341102,0.02125934,0.000978874,0.0007106832,0.6033836,0.03264555,0.3312295],"study_design_scores_gemma":[0.00004545654,0.00003830599,0.007600927,0.003796397,0.0001483962,0.0007232665,0.03965935,0.004300825,0.001039929,0.2941781,0.6483911,0.00007799405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09992631,0.09547099,0.1354493,0.07097219,0.004093364,0.0003399645,0.003891758,0.002299973,0.5875562],"genre_scores_gemma":[0.6523577,0.06826849,0.2140048,0.004442028,0.002562533,0.00040561,0.002804034,0.001322627,0.05383224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03390813,"threshold_uncertainty_score":0.05421209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234737675328801,"score_gpt":0.4794918439366958,"score_spread":0.3560180764038157,"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."}}