{"id":"W7103570911","doi":"","title":"_1968_HERO_1","year":2014,"lang":"","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HERO; Cruise; Shakedown; Peninsula; Bay; Ice caps","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":[0.00058833,0.0005992242,0.0005864978,0.001055781,0.0007368531,0.0003765301,0.001201939,0.0002887463,0.001886124],"category_scores_gemma":[0.0002027162,0.0005848591,0.0003990574,0.001837232,0.0007843485,0.0006772883,0.0001627833,0.000518114,0.00527808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006952936,"about_ca_system_score_gemma":0.0002223398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003560866,"about_ca_topic_score_gemma":0.0003393649,"domain_scores_codex":[0.9964347,0.0005226071,0.000534329,0.0008774494,0.0005354121,0.001095531],"domain_scores_gemma":[0.9968274,0.000908436,0.000367224,0.001007656,0.0001181659,0.0007711541],"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":[0.001585438,0.0007144076,0.08751103,0.0002968067,0.0004985186,0.0004306186,0.000303269,0.003747758,0.0004138241,0.0192562,0.02205747,0.8631846],"study_design_scores_gemma":[0.0009340855,0.0005010338,0.02018423,0.0001075589,0.0001016884,0.00003622846,0.0002569956,0.009346883,0.0004130045,0.000562423,0.9666935,0.0008623922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2644616,0.001142123,0.01445972,0.002979004,0.001268635,0.001289077,0.007454331,0.001006875,0.7059386],"genre_scores_gemma":[0.9842395,0.0006142174,0.0002678017,0.0002907898,0.0001148635,2.675744e-7,0.0002764061,0.00002542613,0.01417077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.944636,"threshold_uncertainty_score":0.9996603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288869824872901,"score_gpt":0.1951263242152108,"score_spread":0.1822376259664818,"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."}}