{"id":"W6909265988","doi":"10.34943/63cfe858-ad53-4ecf-9fee-c2c82ab69cd0","title":"ODP 1027C Bioluminescence Spectrometer Deployed 2020-09-28","year":2020,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectrometer; Photomultiplier; Bioluminescence; Underwater; Luminescence; Absorption (acoustics); Light intensity; Intensity (physics)","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","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005234565,0.001770387,0.00173094,0.00006057506,0.0005952364,0.0003370103,0.002639458,0.001218273,0.0004849235],"category_scores_gemma":[0.0001572483,0.001883774,0.001077809,0.002420538,0.0004767906,0.0002124815,0.0005753068,0.003526129,0.0002424393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003076516,"about_ca_system_score_gemma":0.004234275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3953147,"about_ca_topic_score_gemma":0.7394955,"domain_scores_codex":[0.9917597,0.0003081805,0.001213037,0.002255033,0.002014196,0.002449877],"domain_scores_gemma":[0.9948121,0.0003488811,0.001000874,0.002183894,0.0002516349,0.001402643],"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":[0.00004772197,0.00006207146,0.00008474704,0.0002193106,0.0008408431,0.0004973659,0.00002659459,0.0003728917,0.0000177402,0.000001587505,0.9977239,0.0001052201],"study_design_scores_gemma":[0.0007246277,0.00008814644,0.0001117026,0.0002033935,0.0005980799,0.00006277226,0.0001137084,0.002595798,0.00001466662,0.000005809907,0.9935737,0.001907647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007405454,0.001312278,0.00006874228,0.0007433367,0.002554189,0.0009091229,0.9939302,0.0003869117,0.00002114115],"genre_scores_gemma":[0.0007218947,0.001769871,0.0005691203,0.006015118,0.005218416,0.00002586832,0.9847831,0.000545509,0.0003510706],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3441809,"threshold_uncertainty_score":0.9995041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007351915406465995,"score_gpt":0.1992948742496083,"score_spread":0.1919429588431423,"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."}}