{"id":"W6908996301","doi":"10.34943/79caaf8e-50b1-488d-9427-633845d6d4c0","title":"Baynes Sound pH Sensor Deployed 2022-12-14","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Sound (geography); Software deployment; Seawater; Water quality; Deep water; Digital data","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002925179,0.000683471,0.0008746047,0.00003124639,0.00167863,0.0006880745,0.0007293678,0.0002431061,0.1108198],"category_scores_gemma":[0.00002036402,0.0006169808,0.0006621194,0.0001140241,0.000255702,0.0001280849,0.0003616485,0.0009170086,0.000003434195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007506149,"about_ca_system_score_gemma":0.0003723495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6988212,"about_ca_topic_score_gemma":0.9786016,"domain_scores_codex":[0.9967712,0.000181716,0.0006379409,0.0007208057,0.0008899206,0.0007984275],"domain_scores_gemma":[0.9982728,0.0001534268,0.0004408844,0.0007657363,0.0001431499,0.0002239382],"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":[0.00001210555,0.00003103035,0.000007004578,0.0001336295,0.0006768255,0.00007652718,0.0006459372,0.0006251213,5.525565e-7,0.00006639619,0.9976771,0.00004770001],"study_design_scores_gemma":[0.0002150634,0.00002758247,0.000003809001,0.00002227318,0.0005413,0.000005701823,0.004626612,0.0002280094,3.717862e-7,0.00002914842,0.9935369,0.0007632432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006748835,0.001198251,0.000001802717,0.0002918267,0.004441675,0.0002957538,0.9928185,0.0001007958,0.0001765616],"genre_scores_gemma":[0.001048137,0.00080911,0.00001176749,0.002948395,0.004414931,0.00002698436,0.9785795,0.00009760043,0.01206354],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2797803,"threshold_uncertainty_score":0.9996281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629221616900237,"score_gpt":0.1928232542745531,"score_spread":0.1765310381055508,"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."}}