{"id":"W3008760121","doi":"","title":"Photo-oxidation of Dimethylsulfide (DMS) in the Western Canadian Arctic","year":2012,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; Environmental science; Environmental chemistry; Climatology; Chemistry; Oceanography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007172344,0.0001186444,0.0001072839,0.00001046329,0.00007000811,0.00001302538,0.000245819,0.00006812256,0.00004228572],"category_scores_gemma":[0.00008798446,0.00009490047,0.00003432851,0.0001403038,0.000112565,0.0002157446,0.00005062992,0.0001524121,0.00019543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875268,"about_ca_system_score_gemma":0.00001035555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7275833,"about_ca_topic_score_gemma":0.3801388,"domain_scores_codex":[0.9988557,0.00006416805,0.0002595601,0.0001492001,0.0002634383,0.0004079739],"domain_scores_gemma":[0.9994066,0.000109067,0.000124492,0.0002146144,0.000002141332,0.0001430924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002929898,0.00006031308,0.9689716,0.000005700492,0.000003161976,0.000003919211,0.001270425,0.02638928,0.001683845,0.000004899041,0.00004941636,0.001554584],"study_design_scores_gemma":[0.0001054552,0.00001656442,0.9961653,0.00002166881,0.00001004217,0.000008469661,0.0004109399,0.0001997635,0.0003836246,0.00003813055,0.002530517,0.0001095447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808062,0.00004474147,0.00002578049,0.0002261007,0.00008198881,0.0001478194,8.482634e-7,0.00000822197,0.01865827],"genre_scores_gemma":[0.9973477,0.00001805036,0.001810599,0.0006034196,0.00003024034,0.000009268884,0.000004952035,0.00001297897,0.0001628221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3474445,"threshold_uncertainty_score":0.6311721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080503893355528,"score_gpt":0.2137796667846182,"score_spread":0.202974627851063,"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."}}