{"id":"W2082488852","doi":"10.3354/meps257233","title":"Passive and active behavioural contributions to patchiness and spatial pattern during the early life history of marine fishes","year":2003,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Pelagic zone; Ichthyoplankton; Demersal zone; Bay; Oceanography; Fishery; Larva; Geography; Fisheries science; Ecology; Biology; Fisheries management; Fishing; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001276919,0.0001551903,0.0002309808,0.00003575813,0.0001845607,0.00002644875,0.0001517963,0.00007830796,0.003496908],"category_scores_gemma":[0.0001906223,0.0001187072,0.0000272242,0.00008781996,0.001033184,0.0002010943,0.00125216,0.0001968079,0.000005280769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754022,"about_ca_system_score_gemma":0.00003750473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005961014,"about_ca_topic_score_gemma":0.01062662,"domain_scores_codex":[0.9988961,0.0001361652,0.0002014407,0.0002835974,0.0001582764,0.0003244664],"domain_scores_gemma":[0.9994528,0.00007470499,0.00009036477,0.0001962113,0.00004237309,0.0001435544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428277,0.00006357626,0.9655366,0.000017897,0.00002591602,0.00002176249,0.0005422292,8.412034e-7,0.0000402858,0.00005917205,0.0001867045,0.03336221],"study_design_scores_gemma":[0.0004437806,0.0003273144,0.9916962,0.000001618257,0.0000169343,0.00003695691,0.0001116276,0.00001361529,0.0002136859,0.000198004,0.006810049,0.0001302111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938866,0.00001075717,0.000004210046,0.002310008,0.0001190868,0.0004546328,0.00002830832,0.00001813248,0.003168193],"genre_scores_gemma":[0.9962194,0.00003259359,0.00007892353,0.00009242637,0.00002397238,0.0002079751,0.00001158963,0.00001213305,0.003321015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.033232,"threshold_uncertainty_score":0.9974141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00802611272485137,"score_gpt":0.2232410417184789,"score_spread":0.2152149289936276,"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."}}