{"id":"W6984457456","doi":"","title":"mni04142","year":2018,"lang":"en","type":"other","venue":"Scholarship @ Claremont (The Claremont Colleges)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sign (mathematics); Covenant; Quarter (Canadian coin); Work (physics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00127099,0.001120119,0.001061995,0.0002147647,0.0008860586,0.0002542657,0.002163318,0.0009254047,0.03813824],"category_scores_gemma":[0.0003608495,0.0007907086,0.0005092392,0.0009205663,0.000717668,0.0002738571,0.002321187,0.001248515,0.04778963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006771379,"about_ca_system_score_gemma":0.00007818861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444717,"about_ca_topic_score_gemma":0.02736438,"domain_scores_codex":[0.9945786,0.0004954242,0.0007641106,0.001508717,0.001408489,0.001244672],"domain_scores_gemma":[0.9966071,0.0001508869,0.000648879,0.002131786,0.00006512222,0.000396206],"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":[0.00004826335,0.0001020849,0.01220544,0.00006517018,0.0001742413,0.00007024871,0.00009389718,0.000001325738,0.00006534719,0.0001946542,0.9821649,0.004814488],"study_design_scores_gemma":[0.0006432767,0.0001587913,0.01332571,0.0003225174,0.000174499,0.00004592596,0.0001247606,0.00002842914,0.00004230985,0.00126598,0.9828291,0.00103873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002043559,0.001802541,0.00003697011,0.00284461,0.002881849,0.002209313,0.0001402898,0.0007983,0.9872426],"genre_scores_gemma":[0.01141482,0.0004393828,0.0005463704,0.00125009,0.001739777,0.0002348169,0.00008239354,0.0008363641,0.983456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02591967,"threshold_uncertainty_score":0.9994544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451987032664444,"score_gpt":0.2323374284998344,"score_spread":0.2178175581731899,"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."}}