{"id":"W3010732224","doi":"","title":"Distribution and Feeding Preferences of Newfoundland larval Hydropsychidae","year":2005,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydropsychidae; Larva; Distribution (mathematics); Geography; Biology; Ecology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003740539,0.00008313468,0.00009976554,0.00001529009,0.0001069034,0.0000445409,0.0001197977,0.00004622547,0.0001973045],"category_scores_gemma":[0.0001284045,0.0000760588,0.00002057892,0.0000884063,0.0001169836,0.0001997604,0.0001698873,0.0001333498,0.00003214919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004835132,"about_ca_system_score_gemma":0.000005903114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008047796,"about_ca_topic_score_gemma":0.002431778,"domain_scores_codex":[0.9991106,0.00001804112,0.0001987865,0.0001957233,0.0002493213,0.00022753],"domain_scores_gemma":[0.9996468,0.00006576799,0.00008555859,0.0001108324,0.000007741398,0.00008334458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001166989,0.00002376208,0.9439861,0.00001524575,0.000004942538,0.000001513919,0.00009560449,0.0007136815,0.004927806,0.00002045179,0.00005816768,0.05014107],"study_design_scores_gemma":[0.0001484256,0.0000347934,0.9826394,0.00002251331,0.00000516929,0.000003576193,0.00002914409,0.0007260086,0.002131836,0.00006295741,0.01410329,0.00009287235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8358428,0.00001290306,0.00001079648,0.0001231516,0.00002892152,0.00005533288,0.000001652791,0.00002033653,0.1639041],"genre_scores_gemma":[0.9987044,0.00004990435,0.0009393137,0.000009955405,0.00007624892,0.000002642971,0.000003237251,0.000006065666,0.0002082236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636959,"threshold_uncertainty_score":0.9985577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504208930776584,"score_gpt":0.2415248307481996,"score_spread":0.2264827414404338,"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."}}