{"id":"W4403504732","doi":"10.1130/abs/2024ne-397279","title":"THE LATE HOLOCENE ENVIRONMENTAL HISTORY OF LAKE MANICOUAGAN (QUÉBEC, CANADA, 51°N)","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Holocene; Environmental history; Environmental science; Physical geography; Geology; Climatology; Oceanography; History; Geography; Economic history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002948663,0.0002176438,0.0002137876,0.001421823,0.0045866,0.001251034,0.0008070459,0.000429162,0.007685592],"category_scores_gemma":[0.0005674384,0.0002127554,0.00020149,0.003221333,0.0009981404,0.0005284076,0.0006795122,0.0005421413,0.0004781272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03881666,"about_ca_system_score_gemma":0.02916857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978818,"about_ca_topic_score_gemma":0.9996241,"domain_scores_codex":[0.9998306,0.0000158485,0.00000683073,0.00002624912,0.00004178029,0.00007863671],"domain_scores_gemma":[0.9993269,0.00002828478,0.0000587191,0.000008965884,0.0004379001,0.0001391764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000408759,0.0001006746,0.7977704,0.0006646145,0.0002204198,0.001311778,0.0234816,0.002681048,0.005642521,0.004776209,0.04064006,0.1223019],"study_design_scores_gemma":[0.000006698172,0.00001055877,0.9640399,0.00009942765,0.00001273168,0.00007827354,0.00430523,0.0002470221,0.0001453066,0.00006083707,0.03097819,0.00001585709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416355,0.005129147,0.0005011947,0.003209348,0.0000584958,0.0000813111,0.010558,0.00008765888,0.03873944],"genre_scores_gemma":[0.9733662,0.001212564,0.0004637788,0.0002694374,0.00001085838,0.00002824666,0.001658148,0.00002413674,0.02296651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03881666,"threshold_uncertainty_score":0.2816359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157004207366549,"score_gpt":0.1895132772091297,"score_spread":0.1738128564724748,"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."}}