{"id":"W4230516879","doi":"10.1002/9783527632053.ch5","title":"Photoswitches","year":2010,"lang":"en","type":"other","venue":"","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photoswitch; Synthetic biology; Chemistry; Biomolecule; Nanotechnology; Biophysics; Materials science; Biology; Photochemistry; Computational biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001797978,0.0006358023,0.0003948855,0.000475918,0.0004849889,0.001059902,0.0006823016,0.0006690564,0.02107175],"category_scores_gemma":[0.0003070828,0.0002254703,0.0004256281,0.0006879957,0.0005087793,0.00149384,0.0007681985,0.001315573,0.008230604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007196945,"about_ca_system_score_gemma":0.0002290618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002383037,"about_ca_topic_score_gemma":0.0004010659,"domain_scores_codex":[0.999779,0.0000183679,0.00001309495,0.00006635169,0.00009310329,0.00003000063],"domain_scores_gemma":[0.9999303,0.00002578133,0.00001017734,0.00001087409,0.00001375832,0.000009217741],"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":[0.0001310154,0.0002063592,0.0001516798,0.002372438,0.00004098556,0.0005754895,0.0003722117,0.001899234,0.3502488,0.2162194,0.04636144,0.381421],"study_design_scores_gemma":[0.000009899035,0.00007842415,0.0001131479,0.00008636897,0.00001022761,0.000437123,0.00003442007,0.0005134269,0.08479476,0.009751897,0.9041488,0.00002148328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04683756,0.2775468,0.1341616,0.004000512,0.01129149,0.0004161721,0.002754322,0.003931948,0.5190596],"genre_scores_gemma":[0.2285036,0.2790882,0.06177372,0.004517871,0.002032878,0.0008411995,0.004312603,0.001211613,0.4177183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02107175,"threshold_uncertainty_score":0.07049197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488442809077357,"score_gpt":0.3219872882742881,"score_spread":0.2771028601835145,"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."}}