{"id":"W6945245435","doi":"10.24443/usi-arc-bib_fcor.3008","title":"Montréal","year":2022,"lang":"fr","type":"other","venue":"USI-Biblioteca","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[0.0005614429,0.001875428,0.0008898455,0.002152422,0.003029436,0.005195001,0.001568156,0.001357103,0.8179485],"category_scores_gemma":[0.001419905,0.0006222267,0.0006469301,0.002565971,0.0006851038,0.001433252,0.001710074,0.001735749,0.5422507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003860639,"about_ca_system_score_gemma":0.003946346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1479338,"about_ca_topic_score_gemma":0.2831353,"domain_scores_codex":[0.9989179,0.00009313122,0.00002595441,0.0003775021,0.0004176768,0.0001677309],"domain_scores_gemma":[0.9993999,0.00008979697,0.00003216,0.0001006363,0.0002559308,0.0001215556],"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":[0.0001229253,0.0000743748,0.0006921128,0.0002809741,0.00002806393,0.0003121962,0.0001940073,0.0006903459,0.00190623,0.05842566,0.6803637,0.2569095],"study_design_scores_gemma":[0.0000107731,0.00000947139,0.0006363943,0.0000505352,0.000005742354,0.00006688987,0.00004547389,0.00009587948,0.0003054588,0.001011867,0.9977548,0.000006811454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006698918,0.002432821,0.00165883,0.0007908946,0.0006063935,0.00004179728,0.005092031,0.0009054106,0.9878018],"genre_scores_gemma":[0.001769128,0.0006945179,0.0008447527,0.0001061462,0.00003974093,0.00002187202,0.001441965,0.0002219503,0.9948601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8520662,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005012535352270483,"score_gpt":0.2316814429450861,"score_spread":0.2266689075928157,"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."}}