{"id":"W6940591037","doi":"10.7916/d8-6605-hq37","title":"Part number 4","year":2019,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Government (linguistics); Natural (archaeology); Action (physics); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001463221,0.0001336914,0.0002546909,0.00001920947,0.0004102154,0.000148414,0.0006718814,0.0003062126,0.09059175],"category_scores_gemma":[0.00005802541,0.0001191701,0.0001765657,0.0008088307,0.00002209316,0.0003398186,0.0002279458,0.0006963654,0.007738901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009542052,"about_ca_system_score_gemma":0.00002537239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03367943,"about_ca_topic_score_gemma":0.08726908,"domain_scores_codex":[0.9985702,0.0001378221,0.0002114165,0.0004300835,0.0002093177,0.0004411511],"domain_scores_gemma":[0.9984112,0.001013631,0.0001207386,0.0001496179,0.00007445083,0.0002303241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002091939,0.0000420731,0.7258679,0.000004791343,0.0000211792,0.00001713986,0.00001791108,0.00000181307,0.004663484,0.0005138526,0.2641313,0.004697695],"study_design_scores_gemma":[0.0001140287,0.00006889865,0.07176676,0.00006060236,0.00003150893,0.00003641867,0.0002650353,0.00005567655,0.00002045481,0.000393124,0.9268962,0.0002912837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901669,0.00003493934,9.084398e-7,0.0003340478,0.0005733919,0.0003170926,0.000658359,0.0001711106,0.2077433],"genre_scores_gemma":[0.7713552,0.0003297883,0.00001985533,0.0002573626,0.0002117282,0.000002396473,0.0004136777,0.000002366279,0.2274077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.662765,"threshold_uncertainty_score":0.9930337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151327296149887,"score_gpt":0.1840259466847013,"score_spread":0.1725126737232024,"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."}}