{"id":"W7108938109","doi":"10.34943/134df1de-cd44-4c88-8534-300ac88ca368","title":"Baynes Sound Integrated CTD pH O2 Instrument Deployed 2025-12-04","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CTD; Software deployment; Sound (geography); Telemetry","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":[0.0009882697,0.001393917,0.0007446301,0.002112399,0.0007319472,0.001488738,0.001922356,0.001350276,0.02898335],"category_scores_gemma":[0.003611846,0.000375907,0.0006004834,0.003622858,0.0003899031,0.001090703,0.00141325,0.001098717,0.04134592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468991,"about_ca_system_score_gemma":0.002375701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08364582,"about_ca_topic_score_gemma":0.142404,"domain_scores_codex":[0.9992701,0.00009122367,0.0000735452,0.0002171101,0.0002209863,0.0001271007],"domain_scores_gemma":[0.9988821,0.0002031777,0.00009743442,0.0002365778,0.0004500062,0.0001307086],"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":[0.00004435842,0.00001490007,0.001258831,0.0001906889,0.00001326375,0.00002708862,0.00002793382,0.0003434188,0.0001150808,0.0005410397,0.9950216,0.002401796],"study_design_scores_gemma":[0.0001062039,0.00001326755,0.005600714,0.0001709062,0.00001473753,0.00003995929,0.0001378645,0.0007613176,0.0003447406,0.001282064,0.9915019,0.00002626296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002681581,0.00002659098,0.0001063698,0.0000646576,0.0000255384,0.00001040058,0.9981816,0.0002627644,0.001054038],"genre_scores_gemma":[0.0006072061,0.00001765852,0.000310435,0.00003116083,0.000004918852,0.00003431577,0.9982332,0.00004531569,0.0007157441],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08364582,"threshold_uncertainty_score":0.1663179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05083413537243167,"score_gpt":0.3335101782741525,"score_spread":0.2826760429017208,"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."}}