{"id":"W2293470023","doi":"10.15273/pnsis.v42i2.3602","title":"OBSERVATIONAL RECORD EPILITHIC DIATOMS OF THE STREAM OUTFLOW OF WILLIAMS LAKE, HALIFAX, NOVA SCOTIA, WITH NEW RECORDS FOR THE PROVINCE","year":2004,"lang":"fr","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Diatom; Geography; Oceanography; Outflow; Environmental science; Forestry; Archaeology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001535716,0.0002730247,0.0001686323,0.0008105661,0.0008587508,0.0003680282,0.0003068223,0.0002158909,0.001104802],"category_scores_gemma":[0.0003895936,0.000245926,0.0000942394,0.0007086678,0.0005534743,0.000149833,0.0005234458,0.0002131506,0.0002785991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388732,"about_ca_system_score_gemma":0.002588377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8170753,"about_ca_topic_score_gemma":0.9634603,"domain_scores_codex":[0.9998345,0.00001170881,0.00001027536,0.00003589651,0.00005192833,0.00005556055],"domain_scores_gemma":[0.9993605,0.00003585787,0.0001643141,0.00003179189,0.0002236456,0.0001839239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210937,0.0000494734,0.9840164,0.00005174346,0.00003120957,0.0005001691,0.001035636,0.00009936577,0.007606333,0.0000383122,0.001107911,0.005342336],"study_design_scores_gemma":[0.000004232791,0.00001445971,0.9986585,0.000004173942,0.000003928639,0.00003700488,0.0002092075,0.00003524739,0.0001623679,0.000002877089,0.0008665203,0.000001455376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960335,0.0001881846,0.00008285756,0.00004129127,0.000007377939,0.00005071589,0.001690126,0.000006560986,0.001899469],"genre_scores_gemma":[0.9936744,0.0002311583,0.000358175,0.0001087478,0.00000952991,0.00007013041,0.00178464,0.000003916375,0.00375932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829247,"threshold_uncertainty_score":0.3680039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05213490871266121,"score_gpt":0.291232396908669,"score_spread":0.2390974881960078,"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."}}