{"id":"W4399867227","doi":"10.53555/sfs.v10i1.2800","title":"Association Level Of Awareness Regarding PBLS With Selected Demographic Variables","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01576079,0.0001121857,0.0003445668,0.0003864081,0.0002271448,0.00003788769,0.0003927523,0.0001515588,0.0002018052],"category_scores_gemma":[0.004903287,0.00008160795,0.00004714177,0.003174687,0.000420148,0.0008082311,0.00004140595,0.0006719586,0.000002751417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005732543,"about_ca_system_score_gemma":0.000591348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003046934,"about_ca_topic_score_gemma":0.0008535754,"domain_scores_codex":[0.9968278,0.001542242,0.0005739783,0.0001446523,0.0005623751,0.0003489218],"domain_scores_gemma":[0.993691,0.004688046,0.0009282088,0.00005301976,0.0005206845,0.0001190948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003959793,0.0001006465,0.982686,0.00003396298,0.0001379183,0.00003101908,0.0004228026,0.000870934,0.004302355,0.00001932166,0.01000305,0.0009959481],"study_design_scores_gemma":[0.001440378,0.0003534782,0.9709356,0.00008524802,0.00009061089,0.00003463524,0.0004477578,0.0005257968,0.01052235,0.0003420072,0.01507697,0.0001451042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957916,0.0001837054,0.00009828086,0.001922863,0.001046287,0.00007924408,0.00003906076,0.00001676401,0.0008221836],"genre_scores_gemma":[0.9981758,0.0009491934,0.0002485617,0.0002437504,0.00008607371,0.000003146163,0.000004532471,0.000006021417,0.0002829021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117504,"threshold_uncertainty_score":0.5870047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5866232105127344,"score_gpt":0.4657341104805144,"score_spread":0.12088910003222,"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."}}