{"id":"W2997116908","doi":"","title":"Étude de référence sur la biodiversité du mésozooplancton dans quatre ports de l'Arctique canadien en vue d'une augmentation de l'activité maritime, de l'exploitation des ressources et du réchauffement climatique","year":2019,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography; Humanities; Art","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":[],"category_scores_codex":[0.001054681,0.0004447105,0.0003995841,0.0002084935,0.0008968362,0.0001152579,0.0004344104,0.0002911471,0.003704247],"category_scores_gemma":[0.00007298515,0.0005115039,0.0001732777,0.0003464344,0.0004248126,0.0009526023,0.000161323,0.0004168286,0.0001360867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408198,"about_ca_system_score_gemma":0.0006246348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.899576,"about_ca_topic_score_gemma":0.9791513,"domain_scores_codex":[0.9970849,0.0007347629,0.0002894744,0.0005879996,0.0003588903,0.0009439718],"domain_scores_gemma":[0.9982626,0.0007060368,0.0002712662,0.0002612544,0.00005630416,0.000442465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002149763,0.0001535592,0.8665633,0.0002152465,0.0002029272,0.0004577629,0.1101679,0.008984331,0.0005338203,0.0005990252,0.006305649,0.005601469],"study_design_scores_gemma":[0.0009439953,0.0004323318,0.9291762,0.0001571453,0.0002159835,0.0003909351,0.03967939,0.006337041,0.0005121771,0.0003390292,0.02127968,0.0005361707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661151,0.0009598926,0.001060552,0.008022143,0.0001814104,0.0004168382,0.0002654669,0.00006880676,0.02290975],"genre_scores_gemma":[0.9861696,0.009440167,0.001350182,0.0006160176,0.0001142627,0.000007663264,0.000342059,0.00002360931,0.001936409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07957532,"threshold_uncertainty_score":0.9997336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006247802093643203,"score_gpt":0.1717066778577003,"score_spread":0.1654588757640571,"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."}}