{"id":"W6907212116","doi":"10.18739/a2np1wj84","title":"Canadian Archipelago Throughflow Study: CTD Surveys 2003-12","year":2014,"lang":"en","type":"dataset","venue":"California Digital Library","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CTD; Archipelago; Bay; Throughflow; Pacific ocean","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008425424,0.001446067,0.001065036,0.004082969,0.002092542,0.001570215,0.003277327,0.0005881105,0.008679222],"category_scores_gemma":[0.002727901,0.000873816,0.0009573199,0.01361695,0.0003627738,0.0006481499,0.001215306,0.00125123,0.002655834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02443115,"about_ca_system_score_gemma":0.04988512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960397,"about_ca_topic_score_gemma":0.9978535,"domain_scores_codex":[0.9990253,0.00003539371,0.00008476045,0.0001580212,0.0004882493,0.0002081496],"domain_scores_gemma":[0.9956357,0.00008986989,0.0003619792,0.0001925697,0.00329111,0.0004286903],"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":[0.0001767657,0.00007856065,0.1032121,0.0006109974,0.0003450957,0.00008086704,0.0002306271,0.001202359,0.000228078,0.001306973,0.884447,0.008080422],"study_design_scores_gemma":[0.0002285129,0.00002108056,0.7621869,0.0003771947,0.0002190678,0.00008651365,0.0006030429,0.00217248,0.0006683667,0.0003070178,0.2330387,0.00009118354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006813911,0.000229081,0.0001544517,0.0001497027,0.0000336617,0.0000508546,0.9903543,0.00009684464,0.002117297],"genre_scores_gemma":[0.02501844,0.0004560725,0.001192011,0.0001439023,0.00001663042,0.0001769676,0.9678454,0.00006430451,0.005086328],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02443115,"threshold_uncertainty_score":0.1772612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007927813925836347,"score_gpt":0.1785546506582954,"score_spread":0.1706268367324591,"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."}}