{"id":"W7099297327","doi":"","title":"Population Dynamics Branch","year":2014,"lang":"en","type":"article","venue":"","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vetting; Negotiation; Population; Fish stock; Stock (firearms); Fisheries management; Process (computing); Stock assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002637976,0.0006646136,0.0005191987,0.001561738,0.002052841,0.002859888,0.00160381,0.003217455,0.3185857],"category_scores_gemma":[0.006192148,0.0003285248,0.0005099623,0.0009726574,0.0005039246,0.001629981,0.001929954,0.003123349,0.1234257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003950545,"about_ca_system_score_gemma":0.008539796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04629538,"about_ca_topic_score_gemma":0.04952087,"domain_scores_codex":[0.9983068,0.0001884679,0.00009572069,0.0003254188,0.0008600054,0.0002236998],"domain_scores_gemma":[0.9952912,0.0004961963,0.0001658582,0.0004359999,0.002930286,0.0006805135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002899324,0.00002273263,0.000849202,0.0000722117,0.000003760334,0.00005143658,0.00006902992,0.0001029637,0.0002392535,0.01382087,0.8797645,0.104975],"study_design_scores_gemma":[0.000005031123,0.000004917024,0.0004343397,0.00003559819,9.854082e-7,0.00002204073,0.00001693649,0.00009013212,0.00005460277,0.0004789552,0.9988543,0.000002195614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001807892,0.005032716,0.008446628,0.05491469,0.0175423,0.0008367498,0.01718459,0.002066291,0.8921682],"genre_scores_gemma":[0.007704895,0.001737322,0.00362431,0.008106821,0.001410572,0.000381619,0.004788652,0.000260426,0.9719854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6814143,"threshold_uncertainty_score":0.9719548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006489683354293684,"score_gpt":0.267779228599822,"score_spread":0.2612895452455283,"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."}}