{"id":"W2885783934","doi":"10.1085/jgp.201812107","title":"Phenotypic plasticity in <i>Periplaneta americana</i> photoreceptors","year":2018,"lang":"en","type":"article","venue":"The Journal of General Physiology","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Periplaneta; Biology; Biophysics; Opsin; Visual phototransduction; Electrophysiology; Cell biology; Membrane potential; American cockroach; Cockroach; Rhodopsin; Retina; Neuroscience; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000683613,0.0001546176,0.000145712,0.0001864198,0.0002669295,0.0003196479,0.0002327261,0.0003078164,0.0008876731],"category_scores_gemma":[0.0001495789,0.0001214382,0.00017805,0.0001143547,0.0002167477,0.0002605307,0.0002214329,0.0005798794,0.0002001428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519485,"about_ca_system_score_gemma":0.00009686338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425653,"about_ca_topic_score_gemma":0.001411561,"domain_scores_codex":[0.9999088,0.000007712239,0.000005769473,0.00003212223,0.00002508254,0.00002064995],"domain_scores_gemma":[0.9998522,0.00001666507,0.00004977298,0.00001801884,0.00002889774,0.00003439624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002723883,0.000006280107,0.0007103851,0.00001168742,0.000002190816,0.00003573794,0.00002684645,0.00001499612,0.9983327,0.00001743125,0.00002110824,0.0007934633],"study_design_scores_gemma":[0.00001731314,0.0003931319,0.6091128,0.00001579685,0.0000334907,0.001075648,0.0003839238,0.001001308,0.3844303,0.0001662655,0.003339448,0.00003057079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984994,0.000297594,0.0003631927,0.0000453728,0.000004884474,0.000005037606,0.0001489849,0.00004026326,0.0005952195],"genre_scores_gemma":[0.9983861,0.0001448629,0.0003426779,0.00006501493,0.000004584016,0.00001136324,0.0001965038,0.00001648595,0.0008324553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425653,"threshold_uncertainty_score":0.002969503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510788977553381,"score_gpt":0.2844923944896358,"score_spread":0.259384504714102,"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."}}