{"id":"W4385716595","doi":"10.1111/jpy.13344","title":"North American <i>Dinophysis</i>, late‐comers to the harmful algae world","year":2023,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algae; Library science; Humanities; Biology; Ecology; Computer science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005706166,0.00008776554,0.0002056356,0.0001469609,0.0001121067,0.00001606208,0.000317739,0.00001369793,0.002991217],"category_scores_gemma":[0.00007482217,0.00005662208,0.0001076321,0.001639843,0.0001310456,0.00006814881,0.0001977452,0.0002351042,0.0007578104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006860677,"about_ca_system_score_gemma":0.0000117132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705394,"about_ca_topic_score_gemma":0.002390765,"domain_scores_codex":[0.9989648,0.0001743413,0.0002672496,0.0001225177,0.0002287028,0.000242408],"domain_scores_gemma":[0.9992777,0.0001710995,0.0002349272,0.0001590813,0.00001630564,0.000140962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001840719,0.0001065328,0.2658679,0.000004431589,0.00008478369,0.0001157784,0.0005476248,0.03329182,0.01391787,0.00003268121,0.178383,0.5074635],"study_design_scores_gemma":[0.0001148667,0.0002552432,0.6275672,8.382599e-7,0.00001366554,0.0000187199,0.0000488231,0.0002307301,0.0004652779,0.00009332666,0.3711309,0.00006037873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837121,0.000003851972,0.0005323309,0.005246933,0.0006378986,0.00008622839,0.000001675518,0.00002069159,0.009758267],"genre_scores_gemma":[0.9885912,0.00003011825,0.002724863,0.003082786,0.0002807524,0.000006507878,4.093675e-7,0.00001223305,0.005271147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5074031,"threshold_uncertainty_score":0.9979202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333714798284484,"score_gpt":0.2821439889681155,"score_spread":0.2688068409852706,"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."}}