{"id":"W1993547175","doi":"10.1371/journal.pone.0035911","title":"High-Content Neurite Development Study Using Optically Patterned Substrates","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Axon Guidance and Neuronal Signaling","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Neurite; Biophysics; Soma; Photobleaching; Biological system; Cell biology; Chemistry; Materials science; In vitro; Biology; Neuroscience; Physics; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002034993,0.0001745904,0.0002281832,0.00005831537,0.0001908207,0.00005845714,0.0002200512,0.00003439695,0.0001098773],"category_scores_gemma":[0.0001387488,0.0001579352,0.00003092251,0.0001486314,0.00003890235,0.0003104027,0.0001069073,0.0001701225,0.0001846696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004619775,"about_ca_system_score_gemma":0.00003203045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001923826,"about_ca_topic_score_gemma":0.000003319518,"domain_scores_codex":[0.9981415,0.0001086534,0.0003387387,0.0003348484,0.0005756732,0.0005005354],"domain_scores_gemma":[0.9993536,0.0001413065,0.00009144009,0.0001954575,0.00004255128,0.0001756137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003358184,0.003228629,0.08811734,0.00001724289,0.00002221307,0.00002735655,0.0005556191,0.00000883795,0.9077805,0.000059569,0.000001183196,0.0001479888],"study_design_scores_gemma":[0.0003604228,0.0001193081,0.09334694,0.00005400771,0.00004427768,0.000003781967,0.0001060822,0.00008809088,0.9056761,0.000008109052,0.000006126463,0.0001867295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999132,0.00004625756,0.00006822994,0.00007528406,0.0001048487,0.0004142082,0.000002110819,0.00008811256,0.00006890487],"genre_scores_gemma":[0.9972349,0.000006804463,0.001793765,0.0006403982,0.0001689951,0.00003036099,7.880795e-7,0.00002813179,0.00009588038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005229601,"threshold_uncertainty_score":0.6440409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3250092184502011,"score_gpt":0.2873955404752906,"score_spread":0.0376136779749105,"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."}}