{"id":"W6946672275","doi":"10.34943/6245b400-6ab2-41fa-81f0-1972e7df3181","title":"Conception Bay Datalogger Deployed 2023-12-13","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Data logger; Data quality; Software deployment; Digital data; Relation (database)","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":[0.001090894,0.001214425,0.0007533679,0.00192603,0.0009147527,0.001594333,0.002199601,0.001013111,0.0248135],"category_scores_gemma":[0.004110618,0.0004488486,0.0005658975,0.004075294,0.0004659542,0.001103104,0.00141129,0.001406433,0.04508091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452179,"about_ca_system_score_gemma":0.004402873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2676452,"about_ca_topic_score_gemma":0.3788849,"domain_scores_codex":[0.9990544,0.00009877935,0.0000738972,0.0002525642,0.0003454597,0.0001749655],"domain_scores_gemma":[0.9982423,0.0001658823,0.00009298926,0.0003942783,0.0008982298,0.0002064856],"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":[0.00004756504,0.00001399834,0.001110239,0.0001027131,0.00001094537,0.00001979467,0.00002968221,0.0003891189,0.0001502757,0.0004720621,0.9955444,0.002109289],"study_design_scores_gemma":[0.00009956334,0.00001212742,0.006566564,0.0001108128,0.000011815,0.00003029285,0.0001669519,0.001054309,0.000447538,0.0008137876,0.9906573,0.0000287933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003989622,0.00003103316,0.0001720378,0.0000878643,0.00003036249,0.00002073553,0.9969872,0.0005669857,0.001704916],"genre_scores_gemma":[0.0007092568,0.00002107331,0.0003541488,0.00002874711,0.000004332361,0.0000457344,0.9977355,0.00008010998,0.001021001],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2676452,"threshold_uncertainty_score":0.5321746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361355365828249,"score_gpt":0.2281815863700587,"score_spread":0.2145680327117762,"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."}}