{"id":"W3011333850","doi":"10.1093/icesjms/fsaa027","title":"Early spring egg hatching by the American lobster (Homarus americanus) linked to rising water temperature in autumn","year":2020,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick","funders":"","keywords":"Hatching; Homarus; American lobster; Phenology; Biology; Fishery; Larva; Ecology; Zoology; Crustacean","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":[0.0002103377,0.000118432,0.0001024543,0.0004260354,0.0002351363,0.0003295823,0.0001281574,0.000169372,0.001218497],"category_scores_gemma":[0.0006016111,0.0001323082,0.0001471562,0.0003904315,0.0002422691,0.0001469844,0.0002158887,0.0002319313,0.0001246241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616202,"about_ca_system_score_gemma":0.0002831166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05503832,"about_ca_topic_score_gemma":0.1201708,"domain_scores_codex":[0.99992,0.00001339845,0.000005314432,0.00002391204,0.00001297068,0.000024281],"domain_scores_gemma":[0.9993379,0.00007369644,0.0003449935,0.00003115267,0.0001027245,0.0001095402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006331653,0.00001548845,0.9974313,0.000005434896,0.00001721792,0.00003032539,0.00006822991,0.00006631359,0.001298863,0.000006791502,0.00006495058,0.0009317202],"study_design_scores_gemma":[3.267703e-7,0.000008545004,0.9998249,7.999024e-7,0.000002123902,0.000009063663,0.00004563801,0.00004400448,0.00003694716,0.000003240115,0.00002383891,4.585413e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996005,0.00004499029,0.00003377226,0.00001648785,0.000001824452,0.000001595799,0.000107599,0.000002497074,0.0001909231],"genre_scores_gemma":[0.9996763,0.00002397562,0.00003148108,0.000008217635,0.000002034698,0.000002083152,0.00008768136,9.36116e-7,0.0001672834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05503832,"threshold_uncertainty_score":0.109436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147406906576304,"score_gpt":0.2548806490393507,"score_spread":0.2434065799735877,"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."}}