{"id":"W6946573218","doi":"10.34943/aa9a5bf8-ff92-4124-abbc-c7965742d7e2","title":"Barkley Canyon Axis Pan Tilt Lights Deployed 2014-05-09","year":2014,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Tilt (camera); Software deployment; Benthic zone; Benthic habitat","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":[0.000881675,0.001796034,0.001062497,0.002258246,0.0009995946,0.001555931,0.002467078,0.001076875,0.01573822],"category_scores_gemma":[0.002815631,0.0005054571,0.0006552056,0.003224447,0.0004921134,0.001060464,0.001587448,0.001502647,0.03528995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274832,"about_ca_system_score_gemma":0.00369547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1400079,"about_ca_topic_score_gemma":0.3232807,"domain_scores_codex":[0.9992161,0.00009117115,0.00004942582,0.0002469548,0.0002375507,0.0001588216],"domain_scores_gemma":[0.9987986,0.0001139974,0.00008607373,0.0003169492,0.0004991188,0.0001852094],"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":[0.000100246,0.00002700967,0.001756139,0.0002022004,0.00002994746,0.00003168638,0.00003918549,0.0005560345,0.0002509145,0.0005040177,0.994087,0.002415558],"study_design_scores_gemma":[0.0001613746,0.00001906308,0.01095456,0.0001558815,0.0000283496,0.00005049926,0.0001824795,0.00122332,0.0007843278,0.001098072,0.9853014,0.00004060319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009979435,0.00009230075,0.0001740228,0.00009629932,0.00004018647,0.00001765356,0.9960629,0.0009508033,0.001567877],"genre_scores_gemma":[0.0007788703,0.00003316377,0.0003704834,0.00002286873,0.000004896165,0.00002716591,0.9977531,0.00008682477,0.0009226641],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1400079,"threshold_uncertainty_score":0.2783859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002959449112759908,"score_gpt":0.204149114491596,"score_spread":0.2011896653788361,"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."}}