{"id":"W6942539351","doi":"10.14288/1.0204959","title":"UBC Institute of Fisheries Field Record B.C. 65-744","year":2013,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gasterosteus; Trout; Field (mathematics); Fish <Actinopterygii>; Fisheries Research","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004716819,0.001108378,0.0008119557,0.004093527,0.002423593,0.002019899,0.00134772,0.000616049,0.3905519],"category_scores_gemma":[0.001393616,0.0006713002,0.0002456291,0.007575065,0.0003852164,0.001053662,0.0008912664,0.001221665,0.3067053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006644115,"about_ca_system_score_gemma":0.006138552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6672686,"about_ca_topic_score_gemma":0.8091267,"domain_scores_codex":[0.9993006,0.0000290828,0.00005282567,0.0001721858,0.0003569041,0.00008847799],"domain_scores_gemma":[0.9979967,0.0000817149,0.0001291819,0.0001449943,0.00149526,0.0001521468],"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":[0.0001061537,0.00005812631,0.003751333,0.0001653835,0.00001363568,0.00003624988,0.00002127363,0.00009145005,0.0002343044,0.0005450108,0.9377548,0.05722231],"study_design_scores_gemma":[0.00005502145,0.00002579662,0.06113373,0.0003586211,0.00002069404,0.00007241806,0.00009552587,0.0004569966,0.0005473343,0.0002417022,0.9369549,0.00003722068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003642956,0.001157797,0.0002613552,0.0004814775,0.0005927083,0.0001463227,0.6085986,0.0005864733,0.3845324],"genre_scores_gemma":[0.01810152,0.001984379,0.001807674,0.0002769205,0.0001075901,0.0002250412,0.2869944,0.000380935,0.6901215],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6094481,"threshold_uncertainty_score":0.8693037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944864999925857,"score_gpt":0.2708920330979434,"score_spread":0.2414433830986848,"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."}}