{"id":"W3031300205","doi":"","title":"McPHAC: McGill Planar Hydrogen Atmosphere Code","year":2012,"lang":"en","type":"article","venue":"ascl","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atmosphere (unit); Code (set theory); Hydrogen; Computer science; Astrobiology; Meteorology; Physics; Programming language; Set (abstract data type)","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":[0.0001778965,0.0001111371,0.0001041989,0.000002775651,0.0001263442,0.000005524436,0.0001631439,0.00007882741,0.008782662],"category_scores_gemma":[0.000009662611,0.00008725507,0.00004667961,0.0001235779,0.00004715429,0.0001653843,0.0000779883,0.0001136094,0.009303627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005908183,"about_ca_system_score_gemma":0.000001628059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001860009,"about_ca_topic_score_gemma":0.00002718848,"domain_scores_codex":[0.9991095,0.000037843,0.0001277465,0.0001644629,0.000182093,0.0003783634],"domain_scores_gemma":[0.9995112,0.00002511227,0.0000449637,0.000224469,0.000001651683,0.0001925491],"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":[0.00009974976,0.001070709,0.6884842,0.00004079491,0.0003546489,0.00006678572,0.002455011,0.01042036,0.06492146,0.005441745,0.1599038,0.06674069],"study_design_scores_gemma":[0.0003468962,0.00004615781,0.01720713,0.000007192666,0.00003271272,0.00002429325,0.00005170871,0.0003912657,0.008710431,0.000859124,0.9720319,0.0002911994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550838,0.0004118376,0.00002650501,0.0001628614,0.0002099826,0.0001034586,0.0000159762,0.00005619072,0.1439293],"genre_scores_gemma":[0.9919071,0.00004929119,0.001615727,0.0005386701,0.00007391842,0.000007235107,0.000009198943,0.00002040637,0.005778406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8121281,"threshold_uncertainty_score":0.9921234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334896701070799,"score_gpt":0.2193683902761937,"score_spread":0.2060194232654857,"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."}}