{"id":"W4239436193","doi":"10.3410/f.725850863.793535978","title":"Faculty Opinions recommendation of Adherens junctions revisualized: organizing cadherins as nanoassemblies.","year":2017,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Adherens junction; Cadherin; Nanotechnology; Materials science; Biology; Genetics","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002188779,0.0006769199,0.001255047,0.0004546371,0.001398946,0.001014431,0.002714942,0.0008880426,0.00351841],"category_scores_gemma":[0.01848206,0.0004616192,0.0007816068,0.0006991918,0.0007774782,0.001172014,0.0007622163,0.002079214,0.0002330106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493538,"about_ca_system_score_gemma":0.0008831621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007090457,"about_ca_topic_score_gemma":0.00009157414,"domain_scores_codex":[0.9945355,0.0005288028,0.002042906,0.0007833104,0.001602637,0.0005068498],"domain_scores_gemma":[0.9860847,0.0002264498,0.003230695,0.001893457,0.008224988,0.0003397289],"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":[0.000006379796,0.0002026581,0.000003000476,0.006283681,0.0001686369,3.064587e-7,0.001090756,2.108748e-8,0.000001081686,0.005034964,0.9859326,0.001275923],"study_design_scores_gemma":[0.000481362,0.0001014864,0.0001039629,0.01837741,0.0003114086,0.00004435731,0.0004177587,0.000001882803,0.000005390083,0.00007470614,0.9796137,0.0004665303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[8.203471e-7,0.001458617,0.000004495175,0.1669438,0.0030558,0.000946261,0.8256133,0.00008733145,0.001889608],"genre_scores_gemma":[0.00001427062,0.0006406754,0.0001234824,0.00477266,0.001993208,0.0001776313,0.9747211,0.00005464811,0.01750231],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1621712,"threshold_uncertainty_score":0.9999011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394646080444484,"score_gpt":0.3772431688821446,"score_spread":0.3132967080776998,"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."}}