{"id":"W4256021553","doi":"10.3410/f.1087364.541393","title":"Faculty Opinions recommendation of Calcium Green FlAsH as a genetically targeted small-molecule calcium indicator.","year":2007,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Calcium; Flash (photography); Genetically modified organism; Computational biology; Chemistry; Biology; Biochemistry; Art; Gene; Visual arts; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001238594,0.0007526339,0.001051377,0.000681991,0.0001543908,0.00009677189,0.001807664,0.001407641,0.0006599876],"category_scores_gemma":[0.002637283,0.0005522502,0.0006176655,0.002680669,0.0003977332,0.0001857791,0.0003731353,0.001654207,0.0002056792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341198,"about_ca_system_score_gemma":0.0005212487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001328136,"about_ca_topic_score_gemma":0.00000897294,"domain_scores_codex":[0.9948851,0.0002079505,0.001983398,0.0006960635,0.001571978,0.0006554905],"domain_scores_gemma":[0.9945364,0.0001477105,0.0007083517,0.001440862,0.002471473,0.0006951793],"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":[0.000007570831,0.0002689342,0.000002147289,0.0123829,0.0002159658,6.385004e-7,0.00009855783,0.000001270215,0.00003367306,0.00008961712,0.9839772,0.002921499],"study_design_scores_gemma":[0.0004763292,0.0001124228,0.0010074,0.005243949,0.0002085478,0.00003822065,0.00001463093,0.0001175929,0.0003030481,0.00001848973,0.9919204,0.0005390228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000003594032,0.001893457,0.0009711142,0.05672269,0.00216329,0.001123067,0.9367953,0.0001737635,0.0001537152],"genre_scores_gemma":[0.00002244759,0.0003086735,0.00160299,0.002481674,0.0006200614,0.0002334927,0.9939536,0.00007264164,0.0007043482],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05715836,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936170753175612,"score_gpt":0.3233766419026787,"score_spread":0.2940149343709226,"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."}}