{"id":"W4255292466","doi":"10.1111/j.1744-7429.2002.tb00577.x","title":"Discrimination among Fish Models by Hawaiian <i>Eleotris sandwicensis</i> (Eleotridae)<sup>1</sup>","year":2002,"lang":"en","type":"article","venue":"Biotropica","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Fish <Actinopterygii>; Benthic zone; Predation; Biology; Ecology; Zoology; Fishery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001154518,0.0002637941,0.0001724538,0.0002411197,0.0002617058,0.0002840426,0.0002254187,0.0002893056,0.002795871],"category_scores_gemma":[0.0003263369,0.0001899301,0.0002301927,0.0001163874,0.0003364825,0.0001878877,0.0005008997,0.0003289243,0.0003986934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847874,"about_ca_system_score_gemma":0.0001628587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006992536,"about_ca_topic_score_gemma":0.02428372,"domain_scores_codex":[0.9999141,0.00001223039,0.000007403662,0.0000265826,0.00001585453,0.00002385755],"domain_scores_gemma":[0.9997267,0.00004327349,0.0001010281,0.00001979078,0.00002820603,0.00008085577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007554316,0.0002078408,0.5370755,0.0001299541,0.00008717676,0.0004350503,0.001199251,0.0004258323,0.4496056,0.0001036121,0.0001883235,0.009786473],"study_design_scores_gemma":[0.00001021134,0.0006288639,0.9905711,0.00001117273,0.00002291059,0.0001498394,0.001169075,0.0005112936,0.006573711,0.00002878067,0.0003138555,0.00000908963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999448,0.00001071894,0.00002834284,0.000006514006,7.31875e-7,0.000003648632,0.00002172128,0.000002914366,0.0004774537],"genre_scores_gemma":[0.9991162,0.000019758,0.0001546797,0.00002468228,9.141939e-7,0.000009257323,0.0001117882,0.000002223956,0.0005604007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006992536,"threshold_uncertainty_score":0.01390368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163050288114842,"score_gpt":0.1848724281899406,"score_spread":0.1732419253087922,"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."}}