{"id":"W4403029166","doi":"10.1016/j.tem.2024.08.011","title":"Moving from helicopter research to proximity research and capacity building","year":2024,"lang":"en","type":"article","venue":"Trends in Endocrinology and Metabolism","topic":"Power Line Inspection Robots","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Université Laval","keywords":"Aeronautics; Environmental science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002100619,0.0005463975,0.0005788129,0.001141453,0.0007175612,0.003057686,0.001094433,0.001816601,0.01444583],"category_scores_gemma":[0.002795562,0.0001518354,0.0004213822,0.001572475,0.003398074,0.00397045,0.002303266,0.002406773,0.002271829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955775,"about_ca_system_score_gemma":0.003850011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794438,"about_ca_topic_score_gemma":0.003580833,"domain_scores_codex":[0.9993095,0.000192096,0.00002343437,0.0001414216,0.0002111468,0.0001223495],"domain_scores_gemma":[0.996061,0.001125241,0.0004515529,0.0002303217,0.0009306438,0.001201192],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001991658,0.0004546189,0.007883632,0.001774536,0.00008507715,0.0001801484,0.001134694,0.003879176,0.008264966,0.2014107,0.07064994,0.7040833],"study_design_scores_gemma":[0.00004460715,0.001122542,0.01765403,0.002135787,0.00005917614,0.0003426264,0.0100885,0.005181347,0.005449534,0.1841052,0.7737356,0.00008119085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1177077,0.2478053,0.122111,0.2824217,0.009243847,0.000156687,0.0009623059,0.0007777143,0.2188137],"genre_scores_gemma":[0.6431584,0.216585,0.06128468,0.02191747,0.005498916,0.0002262649,0.0007521433,0.0001921807,0.05038498],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9978994,"threshold_uncertainty_score":0.04832613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09757284260820222,"score_gpt":0.3787194798882694,"score_spread":0.2811466372800672,"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."}}