{"id":"W6899103634","doi":"10.58079/ougu","title":"Talk at Laval University on natural catastrophes","year":2011,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Work (physics); Agency (philosophy); Perspective (graphical)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001681024,0.0001977098,0.0001638774,0.00005524599,0.000508395,0.0000364894,0.0004764897,0.00008654803,0.01216195],"category_scores_gemma":[0.00001802263,0.0001832595,0.00008793188,0.0002212008,0.0002364221,0.003332825,0.0003449928,0.0001599357,0.005852318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158006,"about_ca_system_score_gemma":0.00001601072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005992775,"about_ca_topic_score_gemma":0.006816095,"domain_scores_codex":[0.9985024,0.00008675145,0.000193407,0.0004818931,0.0004114975,0.0003240276],"domain_scores_gemma":[0.9992729,0.00003732214,0.0001381278,0.0003464815,0.00002232535,0.0001828269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.005197101,0.00662862,0.1140686,0.0003441466,0.000532864,0.006615771,0.003417462,0.009900957,0.08835508,0.4968848,0.2366536,0.03140105],"study_design_scores_gemma":[0.001638931,0.0006384298,0.8851619,0.0001270858,0.00005959581,0.0002049701,0.0005190207,0.002056461,0.01493483,0.000841708,0.09279145,0.001025591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8523032,0.00002163761,0.0002106936,0.001643993,0.001155096,0.0004059771,0.0002525534,0.00009227698,0.1439145],"genre_scores_gemma":[0.9904854,0.00003482931,0.0006625458,0.001667033,0.00007405281,0.000009977271,0.0002305668,0.00001416375,0.006821416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7710934,"threshold_uncertainty_score":0.9949217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008510507458969533,"score_gpt":0.1792932374815127,"score_spread":0.1707827300225432,"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."}}