{"id":"W7098388867","doi":"","title":"Y/N Models for SDT","year":2014,"lang":"en","type":"article","venue":"","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Set (abstract data type); Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.005791028,0.001369256,0.001181515,0.001469458,0.00083581,0.001803744,0.004352028,0.001446692,0.2592091],"category_scores_gemma":[0.01998431,0.0006776607,0.001885914,0.001359062,0.0005280758,0.003264129,0.002165974,0.002639258,0.06734394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177595,"about_ca_system_score_gemma":0.002314296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180143,"about_ca_topic_score_gemma":0.01719156,"domain_scores_codex":[0.9980074,0.001007618,0.0001211723,0.0002741785,0.000445756,0.0001439201],"domain_scores_gemma":[0.9937597,0.003039399,0.0003091762,0.001415238,0.00115398,0.0003224691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002818912,0.0001011656,0.001885867,0.0003628925,0.0001654521,0.0002450312,0.0002132979,0.03296784,0.0007538054,0.2661603,0.5936241,0.1032384],"study_design_scores_gemma":[0.0001514862,0.00004182805,0.0008097423,0.0001523714,0.00005534423,0.0002204378,0.00007497421,0.2606958,0.001137848,0.1676632,0.568932,0.00006495826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003783165,0.001568222,0.8287698,0.008906363,0.002830718,0.0003928465,0.04544682,0.0443772,0.06392489],"genre_scores_gemma":[0.1158069,0.002559681,0.6674964,0.002483826,0.001512507,0.001962082,0.04142318,0.03056311,0.1361923],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2592091,"threshold_uncertainty_score":0.8671407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401657621508347,"score_gpt":0.2155812381166439,"score_spread":0.2015646619015604,"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."}}