{"id":"W3021451169","doi":"10.1016/j.jmwh.2003.08.004","title":"Our students: a breath of fresh air","year":2003,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trout; Salvelinus; Environmental science; Fishery; Fish <Actinopterygii>; Fish consumption; Ecology; Biology","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":[0.002998254,0.0001187059,0.0003729487,0.0000760761,0.00009444028,0.00001418745,0.0002993662,0.00004557283,0.0008837296],"category_scores_gemma":[0.00003956022,0.00009513301,0.00009859951,0.0002058554,0.00004661838,0.0002150856,0.00005515702,0.000224931,0.00006697168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007842981,"about_ca_system_score_gemma":0.0001748884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206916,"about_ca_topic_score_gemma":0.00003985849,"domain_scores_codex":[0.9974148,0.0004631045,0.0008207745,0.0001255895,0.0008075553,0.0003682072],"domain_scores_gemma":[0.9986654,0.00003019411,0.0007350809,0.0001881568,0.00002347933,0.0003577096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007078883,0.006851139,0.767872,0.0004686262,0.0005007767,0.0001425372,0.05553297,0.003889027,0.005267709,0.002587613,0.1432414,0.01293831],"study_design_scores_gemma":[0.004142927,0.003505354,0.735024,0.0002614612,0.0000322268,0.0004506443,0.01794813,0.000008849377,0.003287815,0.00376097,0.2311198,0.0004577514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950671,0.0001377554,0.0003425184,0.002720804,0.000322749,0.0001165118,0.0000101124,0.000006127097,0.001276295],"genre_scores_gemma":[0.9951005,0.0001809304,0.001347934,0.002423889,0.00005771265,0.000002647586,4.678816e-7,0.000008905597,0.0008770198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08787839,"threshold_uncertainty_score":0.967622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913165989334457,"score_gpt":0.3431295523829564,"score_spread":0.3139978924896119,"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."}}