{"id":"W7005581764","doi":"","title":"SEAFDEC Asian Aquaculture Volume 24(3) July - September 2002","year":2011,"lang":"en","type":"other","venue":"SEAFDEC/AQD Repository (Southeast Asian Fisheries Development Center)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abalone; Haliotis; Aquaculture; Shellfish","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":[],"category_scores_codex":[0.0002385203,0.0007439854,0.0002255034,0.0007664528,0.0005854387,0.001695103,0.0004640697,0.0005485882,0.267015],"category_scores_gemma":[0.0001829211,0.0001666936,0.000263159,0.0007998724,0.0002407282,0.0008263427,0.0009634138,0.000560691,0.158653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625768,"about_ca_system_score_gemma":0.0007079914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922735,"about_ca_topic_score_gemma":0.006099614,"domain_scores_codex":[0.999897,0.000007589665,0.00001014889,0.00002192616,0.00004728455,0.00001605501],"domain_scores_gemma":[0.9997819,0.000008124737,0.00001217014,0.00001898844,0.0001282568,0.00005062764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180744,0.0001672582,0.003955939,0.0005295909,0.00001774795,0.0007067059,0.000258991,0.0001305391,0.006851305,0.002567368,0.4522714,0.5324251],"study_design_scores_gemma":[0.000005270244,0.00003227296,0.003400066,0.0001194658,0.000004078748,0.0004558047,0.000200888,0.00006936078,0.0007746108,0.0002152502,0.9947184,0.000004623943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01171435,0.01151961,0.001928362,0.002444078,0.00515097,0.00009791242,0.001039253,0.0009300926,0.9651753],"genre_scores_gemma":[0.01252284,0.006894601,0.001528156,0.0005730703,0.0002537114,0.00003069581,0.001093718,0.0001686128,0.9769346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.732985,"threshold_uncertainty_score":0.8932541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006975637889402935,"score_gpt":0.2025752336355531,"score_spread":0.1955995957461501,"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."}}