{"id":"W4292254528","doi":"","title":"Proceedings of the 31st International Symposium of Research Group on the Central Nervous System. Montreal, Canada. May 4–5, 2009. Dedicated to the memory of James P. Lund.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Neuroscience; Psychology; Group (periodic table); Gerontology; Library science; Medicine; Computer science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008450441,0.00141043,0.001026742,0.001606178,0.001292938,0.001555513,0.001408971,0.0009316017,0.2561266],"category_scores_gemma":[0.0007773108,0.0003968104,0.0006996635,0.0008856091,0.0006541082,0.0008930303,0.001206237,0.001568985,0.07624941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002903607,"about_ca_system_score_gemma":0.003005507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04619393,"about_ca_topic_score_gemma":0.1439189,"domain_scores_codex":[0.9997092,0.0000334197,0.00001040721,0.00005461891,0.0001120649,0.00008036051],"domain_scores_gemma":[0.9988806,0.00007166656,0.00003803128,0.00003388526,0.0005263236,0.0004495408],"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":[0.0003076663,0.00006453696,0.0004108844,0.0003172863,0.00003916866,0.0001394521,0.00004957374,0.0001342993,0.00306896,0.0004643279,0.8957183,0.09928557],"study_design_scores_gemma":[0.00002151557,0.00006686633,0.003699753,0.000211623,0.00003755381,0.0002611591,0.00008975487,0.00008815201,0.001012197,0.0003356807,0.9941596,0.00001627108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009413914,0.3802878,0.01012801,0.03556924,0.1296967,0.0006604088,0.009291017,0.001425877,0.423527],"genre_scores_gemma":[0.009384709,0.07672298,0.002299955,0.0007986655,0.007035961,0.00008961435,0.002678744,0.0002840273,0.9007054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.953806,"threshold_uncertainty_score":0.8568288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740940057697924,"score_gpt":0.2304326784308816,"score_spread":0.2130232778539023,"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."}}