{"id":"W7024198426","doi":"","title":"Resource Recovery Plan for Parker’s Pipewort (<em> Eriocaulon parkeri </em>B.L. Rob) in Pennsylvania","year":2014,"lang":"en","type":"article","venue":"Scholarly Commons (University of Pennsylvania)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marsh; Tributary; Germination; Habitat; Dredging; Estuary; Resource (disambiguation)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001360998,0.0004120086,0.0007820948,0.0001231488,0.001073792,0.0002341113,0.001281131,0.0003893628,0.0003913841],"category_scores_gemma":[0.0002397603,0.0002657553,0.0004374981,0.0008355465,0.0002298111,0.001059294,0.000580156,0.0006008976,0.00007088044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311833,"about_ca_system_score_gemma":0.00003760106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008453851,"about_ca_topic_score_gemma":0.08166882,"domain_scores_codex":[0.9970816,0.0003676728,0.0004230058,0.0008102444,0.0005124955,0.0008049488],"domain_scores_gemma":[0.998054,0.0006665622,0.0003840203,0.0003445987,0.0002575988,0.0002931672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005011144,0.001850834,0.1037369,0.0003394214,0.0006150064,0.0001509658,0.004637695,0.0001875884,0.08436689,0.004346607,0.2091298,0.5856272],"study_design_scores_gemma":[0.001107342,0.001071607,0.4258505,0.0001313443,0.00007235201,0.00001115383,0.003641121,0.0003064243,0.00004005869,0.000769106,0.5663981,0.0006008333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868606,0.0004377099,0.0001597958,0.002324612,0.0006919164,0.0006836275,0.0003376325,0.0001230992,0.008380973],"genre_scores_gemma":[0.9947537,0.0002783184,0.001481486,0.0002268626,0.0004934618,0.000004212659,0.0002202084,0.000009079509,0.002532626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5850264,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793301310663967,"score_gpt":0.1918046633703537,"score_spread":0.1738716502637141,"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."}}