{"id":"W3207257508","doi":"10.7717/peerj.12238","title":"Differential response of distinct copepod life history types to spring environmental forcing in Rivers Inlet, British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"PeerJ","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Tula Foundation","keywords":"Copepod; Spring bloom; Spring (device); Inlet; Phenology; Oceanography; Diapause; Bloom; Environmental science; Ecology; Trophic level; Forcing (mathematics); Calanus finmarchicus; Phytoplankton; Biology; Crustacean; Climatology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000306636,0.0002341157,0.0003242209,0.001327968,0.002333468,0.001346748,0.0007567389,0.0003246924,0.002127347],"category_scores_gemma":[0.001220398,0.0003318536,0.0001929861,0.00198398,0.0007124063,0.0002515252,0.0007487665,0.0004009033,0.0001955553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01748705,"about_ca_system_score_gemma":0.0135785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941934,"about_ca_topic_score_gemma":0.9989269,"domain_scores_codex":[0.999607,0.00002409613,0.00002574092,0.0001035896,0.0001047629,0.0001348837],"domain_scores_gemma":[0.9983159,0.0001171177,0.00020807,0.0000349341,0.0009309085,0.0003931237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025673,0.00002858719,0.9837975,0.00006221673,0.00006712575,0.0002048115,0.00165627,0.0003344697,0.002994799,0.00007718048,0.001793903,0.008880544],"study_design_scores_gemma":[0.000001485396,0.000003344663,0.9985756,0.00001215212,0.000005370534,0.00001098872,0.000815804,0.00006283495,0.0000632036,0.000004040514,0.0004410024,0.000004094689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959561,0.000417453,0.000045988,0.0001197042,0.000008204467,0.00001430494,0.001465285,0.0000108984,0.001961945],"genre_scores_gemma":[0.9960552,0.0004515128,0.0001281091,0.00007209514,0.000001882059,0.00001307198,0.001027631,0.000007006568,0.002243418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01748705,"threshold_uncertainty_score":0.1268781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006367895185004862,"score_gpt":0.1489863692098536,"score_spread":0.1426184740248488,"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."}}