{"id":"W6907231260","doi":"10.18739/a2zs3x","title":"Canadian Archipelago Throughflow Study: ADCP Surveys 2003","year":2016,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Archipelago; Throughflow; Fishing; Shore","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004095943,0.001781844,0.001804762,0.001701742,0.0005760553,0.0003816033,0.003540032,0.001031616,0.01270276],"category_scores_gemma":[0.00135667,0.001532122,0.0002958708,0.001884749,0.0003497544,0.0004213267,0.0005632418,0.00182571,0.1323263],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203326,"about_ca_system_score_gemma":0.005988487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7514644,"about_ca_topic_score_gemma":0.9769245,"domain_scores_codex":[0.9880804,0.003756397,0.001230716,0.002313422,0.001716544,0.002902523],"domain_scores_gemma":[0.991331,0.0004036087,0.0005649155,0.005253118,0.0005346129,0.00191272],"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":[0.00004674077,0.0003911038,0.003640185,0.00006852783,0.0005577161,0.001356441,0.000168937,0.000001109611,0.00001216739,0.000004611705,0.9922929,0.001459601],"study_design_scores_gemma":[0.001592792,0.0003069557,0.01937862,0.000266612,0.0004613184,0.00007248588,0.0001773834,0.000003406942,0.000007228916,0.00006469936,0.9756951,0.001973433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00180001,0.0009519698,0.000003441071,0.00006880909,0.004582326,0.002780625,0.9874258,0.0002717274,0.002115314],"genre_scores_gemma":[0.00161419,0.0002784801,0.00003133715,0.0004488019,0.001573438,0.0002836321,0.9927663,0.0005676111,0.002436226],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2254601,"threshold_uncertainty_score":0.9996467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325410204744272,"score_gpt":0.2845112819652411,"score_spread":0.2612571799177983,"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."}}