{"id":"W7052892384","doi":"","title":"Système d’ancrage de garde-corps sur des toits plats pour les couvreurs","year":2011,"lang":"fr","type":"article","venue":"","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work safety; Plank; Social mobilization","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001588384,0.0002648062,0.000246687,0.00004080662,0.0001583401,0.00005211075,0.0002594926,0.0002211216,0.0155573],"category_scores_gemma":[0.00005678036,0.0002484425,0.0001056009,0.0001017674,0.0001621392,0.0001342911,0.00007256276,0.0002646524,0.001585158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831318,"about_ca_system_score_gemma":0.00006191442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004081429,"about_ca_topic_score_gemma":0.0004963154,"domain_scores_codex":[0.9986005,0.00003461202,0.0003291669,0.0002633097,0.0001260372,0.0006463282],"domain_scores_gemma":[0.999182,0.00007590288,0.0000325721,0.0003479953,0.00007892733,0.0002825907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007054566,0.0008165267,0.009549401,0.002690145,0.0003505662,0.0001459226,0.006645142,0.006945252,0.01770576,0.6877176,0.07189354,0.1954696],"study_design_scores_gemma":[0.002401456,0.0007063643,0.114843,0.001371573,0.0006766328,0.0004155432,0.004508516,0.4776329,0.03324949,0.07241496,0.2880898,0.003689698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3517779,0.007441185,0.05694006,0.001106365,0.0004047363,0.0003585359,0.00003874833,0.0004494295,0.5814831],"genre_scores_gemma":[0.8438565,0.000792559,0.02635717,0.0000940636,0.0002316322,0.00005334147,0.000004074584,0.00006630822,0.1285444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6153027,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703816019246445,"score_gpt":0.2057520256720826,"score_spread":0.1587138654796181,"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."}}