{"id":"W7005532930","doi":"","title":"Reviewers for Raptor Research, 1986","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Key (lock); MEDLINE","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":[],"category_scores_codex":[0.002158908,0.001399252,0.001297106,0.00618464,0.002011964,0.004808504,0.00296339,0.001726906,0.7972671],"category_scores_gemma":[0.01038112,0.0008883161,0.0006139097,0.005645917,0.0006368704,0.003574078,0.002763181,0.001529425,0.7274538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299805,"about_ca_system_score_gemma":0.00243606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005525582,"about_ca_topic_score_gemma":0.01063079,"domain_scores_codex":[0.9978131,0.0003826478,0.0002301484,0.0003789055,0.0009832369,0.0002119503],"domain_scores_gemma":[0.9921194,0.0009411753,0.0003172681,0.0009372191,0.004824725,0.0008600907],"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":[0.00001014037,0.00001201978,0.00007045933,0.0001385996,0.000001178716,0.00001877578,0.00003927625,0.00001364859,0.00003252789,0.0008245534,0.933358,0.06548088],"study_design_scores_gemma":[0.000003693983,0.00000392047,0.0003227485,0.0001958751,0.00000128778,0.00003930678,0.00007792233,0.00001412723,0.00001293232,0.0001657459,0.9991592,0.000003323102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000404248,0.01163833,0.001588607,0.006008994,0.02263673,0.0005088447,0.007718697,0.001611515,0.947884],"genre_scores_gemma":[0.001958916,0.007632427,0.001961102,0.002042254,0.002705458,0.0003639073,0.004993813,0.0008708658,0.9774713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7972671,"threshold_uncertainty_score":0.2891739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021201699403971,"score_gpt":0.2252296794673941,"score_spread":0.1850176624733544,"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."}}